{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "import torch\n",
    "import numpy as np\n",
    "from dataset import PPDataset\n",
    "from utils import plot3C, plot_ps\n",
    "import matplotlib.pyplot as plt\n",
    "# load test data\n",
    "dataset_path = \"E:/RealSeisData/Diting50hz/\"\n",
    "test_dataset = PPDataset(dataset_path, \"DiTing330km_test.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAA+oAAAESCAYAAABqwC+PAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy81sbWrAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOyddXwUV/fGn5m1eIIFd3coFAotBQoFSt3d3e1tC22hQIvUqLtQKlQppS3u7hAIEgiBEBfiyfrMvH/M3Lszs7OSEJoA9/v79PeSldnZ3dmZe855znM4SZIkMBgMBoPBYDAYDAaDwagX8HW9AwwGg8FgMBgMBoPBYDB8sECdwWAwGAwGg8FgMBiMegQL1BkMBoPBYDAYDAaDwahHsECdwWAwGAwGg8FgMBiMegQL1BkMBoPBYDAYDAaDwahHsECdwWAwGAwGg8FgMBiMegQL1BkMBoPBYDAYDAaDwahHmOt6B+oCURSRk5OD2NhYcBxX17vDYDAYDAaDwWAwGIyzHEmSUFFRgRYtWoDng9fMz8lAPScnB61bt67r3WAwGAwGg8FgMBgMxjlGZmYmWrVqFfQx52SgHhsbC0D+gOLi4up4bxgMBoPBYDAYDAaDcbZTXl6O1q1b03g0GHUaqE+fPh2LFi1CUlISrFYrSktLQz5HkiRMnToVX375JUpKSjB48GB88skn6NmzZ9ivS+TucXFxLFBnMBgMBoPBYDAYDMZ/Rjjt13VqJud2u3HjjTfi0UcfDfs5b731FmbPno2PP/4YO3bsQLNmzXDppZeioqLiNO4pg3Hm8cv2DDz585663g0Gg8FgMBgMBoNRTeo0UJ86dSqeffZZ9O7dO6zHS5KE999/H6+88gquu+469OrVC3PnzoXdbse8efNO894yGGcWGcV27MkooX8/92sSiipddbhHDAaDwWAwGAwGIxzOqPFsx48fR15eHsaMGUNvs9lsGD58ODZv3hzweS6XC+Xl5Zr/GIyzHRPPQZJ8f/+5Jxt55c662yEGg8FgMBgMBoMRFmdUoJ6XlwcAaNq0qeb2pk2b0vuMmDlzJuLj4+l/zPGdcS7AcRwEUQr9QAaDwWAwGAwGg1GvqPVAfcqUKeA4Luh/O3fuPKXX0DffS5IUtCF/4sSJKCsro/9lZmae0uszGGcCJo6DILFAncFgMBgMBoPBONOoddf3J554ArfcckvQx7Rr165G227WrBkAubLevHlzentBQYFflV2NzWaDzWar0WsyGGcqZhMHkVXUGWcYf+zKwu6MEsy4NjzvEgaDwWAwGIyzkVoP1Bs3bozGjRvX9mYBAO3bt0ezZs2wYsUK9O/fH4DsHL9u3Tq8+eabp+U1GYwzFZ7j4GWBOuMMI7WgAlvSiup6NxgMBoPBYDDqlDrtUc/IyEBSUhIyMjIgCAKSkpKQlJSEyspK+phu3bphwYIFAGTJ+zPPPIMZM2ZgwYIF2L9/P+655x5ERUXhtttuq6u3wWDUSzhObgtRw5TwjPoOz3EQz9AD9Y6vtyGjyF7Xu8FgMBgMBuMsoNYr6tVh8uTJmDt3Lv2bVMnXrFmDESNGAAAOHz6MsrIy+pgXX3wRDocDjz32GEpKSjB48GAsX74csbGx/+m+Mxj1HQ7AmRnu+OPyCgAAm9lUx3vCON3wHMIK1Fen5KPU7sF157X6D/YqPDYePYm8cifaNIqq611hMBgMBoNxhlOnFfXvvvsOkiT5/UeCdECuCN5zzz30b47jMGXKFOTm5sLpdGLdunXo1avXf7/zDEY9J5C/4tGCSkz5+8B/uzOnyKS/9mPi/ORT2sbhvIpa2hvG6cTEcRDF0I/7d18uftqW4Xf74bwKPyVJuBScwvjCrzccAxBekqG+IIgS87FgMBgMBqOeckaNZ2MwznUyi+1hByEzFqcYltQP5JThu83ptbtjp4GDOeUoqJADpyqXgJNV7hptp9TuhsMtYOz76+EVRPy9N6c2d/OMYNeJEkz9p/4nZ04UVWHniZKwgl2e4wx/C2PfXw+nJ4xI34BBM1bV6HkA8MaiQwBOvb0kt8xxahsIg10ninGy0oWOLy/Gt5uOn/bXYzAYDAaDUX1YoM5gnEEMe2sNjp+sCvvxRjGDR9DeeunsdfWyr/a+73ZgzqZ0fLLmKEw8B68g4mBOebWrpQuTcrAhtRAAcLLSjad+3lMr+7fyYH6tbOe/4GBuOX7YcqKudyMkn6w5is1pRfAIEv7cnYVP1x4N+FhZIu/7u7DChTu/2QYAcAvVC9SzSx34Y1dWjfZZj3SKDSdDZq6ulf0Ixt3f7sCfu+X3W1TDBBiDwWAwGIzTCwvUGYwzjHKnN+zHkqD24R92AgBcXhEeXRCTWlCJoioXAGDVofwaVfQkScKxQtkEMqvEXmOZ+Yt/7IXTI6DdhEUw8RzKHR68vewwvX/8hxtQ5RbC2taUvw8gt8wBh0dAlVv+zMj7PFUkScID3++slW39F4Tb911fOFnpwnO/7cWS5LyAj+HAQQLgUI6H4io3NqSeBAC4vdUL1C+ctRoHc8qrvZ8eQcRD3+/EX3uy6W1eQUJaYWWQZ9U9NjOPKpf8uUmSnCBhMBgMBoNRv2CBOoNRz3l5QTINggGg3OHBwqRsrDlcEPK5JDRbdkCu/l7/2WZ4BBEWk9zAToL2HenFEEUJD/2wCysP+W/X7RVpQKSn66tLUOUWcMm76wAAn6xJw/9+3xv2+wMAUZSwP7sMv+3MQrnDAwAw8RwEg/5Zb5jV0u82pyOz2AGnR0BylhyEpRUaqxHyy53V6tU908beyU7qdb0X1Sc5u8zwGAAUDwZJQvfJS1FY4QKv8mRwCyIO51VUq0reMNpS7f3bklaE5Qfz8cyvSfS2bceLMEr5LdSU0xnoHy2oQFGVGz9vl/v7zTyHt5cdRpUr/AQgg8FgMBiM0w8L1BmMes68bRlIyatATqlc6S53evDDlhP4J4xea6MqqtsrwmKSf/okoJixOAXlTg8kSYKRB927Kw7joR+MK8gur6ipYPJc9eW/+RVOXPHRRgDAckVSnlFsp9tVb00v3Q/GR6tT8f7KVKw9IicfiOy9sMKFpMxS+rjBM1YhKavUYAvGBAoe6yumQM6C9YjCChccBr3lHV9e7HfblL8PgOM4elxc/fFGVKoCzTeXpOCGzzdj6j8HUO70hJXcadkgUvP3v/tysHS/tqLv9AgoKHfikzVH8fq/B/HNRv/+7k/WpAEANqedxKM/7gr5ukZM/ecg9mSUQJIkfLX+WI22EYiCcllVUlAh/+/HSjWdqE4YDAbjdPHiH9VL4jMY5zosUGcwzgBcXgEnK+WFtasaRllOj0gN2QhvLzsMM8/B7RWRUezrTScxvVFMV1LlRoXTq5G0D5q+EpnK80k1buXBfCxOzqWu3Ub95IuTc+HyCsgq8b22VxV8v/rXfvpvh0eu4pfa3dicVgQAftL9YJD9LXdog5DlB/NwzSebNPtXnVC2OvtQl2w7ViQnX6oZp9vdXhzJ/+9c8rceK8LVH28MK/kEgJohEvVFTpkT1366md6/5nABKpxeOD0C7vh6G95fmYpdJ0owYf4+ALKCI/1kFexuL8qd8jZIAuj53/Yi/WQVftme6bc/V3+8Ce+tTMXbyw4jOasM644UBtzHN5cexspD4fsYlDs9+HWHXOVef6QQ1366GelFdkxffCjsbYTim43HcTDXWOJfnfMKg8Fg1ITfdoavchJFCfZ6nECsZCokxn8AC9QZjDokPUxjOI9Xwh1fy0ZZz/++FztPlIALM7Qs1plFubwiyp1eXPXxRs3tZQ4PRAmG2/UIEqwmHmPfX4+ft2eg3YRFKKhw4Z452wEA+7PLAAAL9+agxO6hlc72E/2roY/9tBv/7M3FRW+uwfsrj+BYYSWGvbXGcN8rlH78MiUgA7RBfSiIcoAkOQirFHm/ev9MfOjP89Efd6HU7qYVdUmS4PQIKLWfmiEXCfxre1TWzV9uRYXLC76akfryA/kY8956+rdXELFoX27I5+1IL8avOzLgFUTMWpJCbz9aUAGXN7C3wC1fbkVOWfVGo7m9InIDPIccNx5BgihJyC514GBuOebvzsJzvyXhx20nMOKdtegxeRke+t7n3wAA83dnYV92Gf1OPlyVSrdbWOlCmUP+rkMt0vZmlsLMh3+Jnb38CF7SjSAkiYXa4vV/D+KNRYdgNjjWnZ7wvB8C8eiPu/DbjsxT2gaDwWAQFiXnYsTba7F0f94pn58IbkUBOOXvA9iRXlzj7Tg9Anq9tqxW9qm4yo1ftvuPGmUwABaoMxh1yoh31mr+vuTdtYaPe3H+Pj8TuQqnB3PDGLMWKLBN0Rm+Xf3JJgCAUbzqEURalVW7necpgdKjP+0GAFollyTj+cykgk2kyO+vTMXeIJJz4kitlta7BRFldg8cbsGwYl/u9OD534LL61an+PrwyTZCBbOSJGHJ/jz8sSsLW4/JF/jfd2Xh83VpuPHzLahweoI+PxidX1kCAOhgIPM+VdSf3W1fbcWhABVVNbxyEHyxLg1frT+GzBIHHp+3O+TzNh8twjvLj6DKJeDzdWnUmHD07PXYoigiCKsO5WPc++uNNuNHkZJoUc/9dnkFGlwHwytIcAsiPErLx5+7szXKkEJFAl5U6UKkxQRAbpHwihJcXhGzVxyhjzXzHOyKV0OgyrQasyn8BElhpb/RoT1M48Tqkjr9MgBAn1bx9LZwPstgHM6rQGrBf6fCYDAYZzdeUURBhQuP/Lirxga1ej5anYqHftiJ7zan48bPt5zCvtVeUv1gTjkm/Jkc+oGMcxIWqDMY9YhjKrOzJcm5WJiUHfCx6UVVeO3v0LOxwx1VRarWlS4vXF4BxworaRDrEURaJVfL5fUO7HsySgHI1ekViuz3aEEFVQ6Qi5ugkmN7vIEveCSoVL+HuZvT0XfacvSesgzbjvtnxCudXsxXRk9llxo72NvMvlPfkXzZuCtQ3/mifbl49tckuu/fbU7H1xvkvuEqlxdeQUKVy4veU5ZXSwqXV+ZEj8lLw358dUjJK8fS/XIFfOuxIvy5R/48NqcV4USQUXweQUSVy0uTNZvTijB98SE/9UUgoqwmONwCRs2WvQ+GzFxNv0OrWXu5Kaxw+SWLArHlmBzk3z93B75UPvtAQeydF7TV/E2CdIdHoJVk9VdNvrOCCheibSZ6u1cQ6eNzSh2ocHpgMfHVCp6JoiMczm/bAABwYadG9Dai8iiucmNfNTwUAtE0zgYA4DgO43o2Q5TV935PtWJls5hOOdhnMBhnNmr1WyDCHbH6527f+sflFVFQXj3Vlfr1yPW9wulFdkn1J9uo6fjy4hpNCQkESeh+tjYtbJUl49yBBeoMRg35ZXsGXv1LzoKuOVxQ7fneoViwJxt/7s5GXITZ8H4SYIbCU83F8xuLDmHaPwdxybvraFDiEXwmc6kF2teNsfnv34Gcciq5f3nBfsxYfAiL9uWiRJGIi6JEDc6OF8kXpggLjxbxEYb7pE5gpOTJF0ivKBk6VacXhb7QqQMK0oudnF1m2JedWlCBBXuy6WvFRVhopV8QJfC8z1H976QcvP7vwbDGg1W5vbVeMXV6BLy7/DDGvb+B9vo/MW8PNh31VbPVwRnho1WpKHN48N2mdNzw+Rb63RAzQiIl9woi9mSUBHz9n7adQKXLq2k1eJCMsdP9PKrza3li3h58sS4NR/IqfBVw5Tu4qFNjzWMbxVj9Xmj5wXy8vewwDZzVao9Su7ywnLctA1FW37G8N6uM/vu2r7bikzVpMJs4w4C2X+sEfHr7efTvB4e1B+DfdhIMt5IYaBDl23+yuPxnbw5u+My/+vPC73ux7kgh7W0PBVEMAEBinA1NYn2/N2cNe9SPFlTiQE4ZrCauWkaPDAbj7KPv1OUhA+pwzVjJuE3ynEEzVtVon37dkYmbv5DPnzYzr/GYqYnkXBAlbDtWFPqBCpuOngx6f77yeb25NAUHajEBwDg7YIE6g1ENPlL6VQVRwsajJ7EkOQ8Ot4B75+zA7iABTHUpc3hQ6vDgaEFlteamE9SBSE0Wzz9tky9epNqovrC1bqh1x650eTUBAIG41HsV2fzj83YjSam4kwDXYuLo2LeeLeJxQcdGftvRsyPd9znfP3cnTZB8sS4NxworcdtX28J9mwCAJxUn+Gn/HsTs5Uf87ic9+yQwPJhbTgNxE8+hzO5GsZ0kJZLxzcbj2HKsiB4rBLU0/mhBJZ1dTQK/KWGoI0KRU+rAR6vl7Z6sNA4S7/p2O6pcXry9zNdD/u6KI8gstqPS5UWp3U0rufrc07GTVRrTtkO55dip6vNLN6jWZynViwV7srEx9SSOn6zChtRCqkpQt1IEY+aSFDg8Ak1u7FVc+y/o0BAAEB8pj1fTJ46OqSoU5DtUGyyqkzb645hMLzCbeOzNLMWJIjs9Xod3aQIAGNOjKV4e310zvrBRjC2s96Sm0umFV5Q0FamTlS5wnJzE0itjUvLKsT61ELtOlPj1thvh9Aia5Mgrl3fHezf1pX+vOJiHXSfC79nMLnXA4ZZbHCYvPACLSV4AP/rjLuw6UVLriUsAWLo/7z81OWQwGNUnVNKPqNNCqXgeH9kRrZRpHEYTbMLFK0p0fWYz85pE+oQ/teNvQ0G8Vt5VtUSF8pa5/WvjNcmIt9fA7RXx9C9JfttnMAgsUGecNQiihKMFgU+4p7pwtLu9NKDp+PJixNjMKKpyo7siXz4V12R9hvn535Kw/XgxIiy+n6g+QCZkFvsHR++rgsRTcSgfrGSw1dL3zGJ/2ZjD4IJLAkaHR6T93+QCvSmtCG6vCI8g0QvTyUoXmsTKAc7FShCkpq+qn1YNCWBmLU2hEulgzL6pLzo2ifa73SOICOb9VaQKfLNLHUiMtWHqPwcxd8sJvwr6Iz/s0lzIAaD3lOWQJAntJizC5rSTVNZHnMuJk/lLf+xDh4mLqiVF3p9dhpIqd9BZ6d2bx9F/F1a48MmaNIx7fz0NfNQLIRKo649LYjD3yZqjeGLebny/JR2TFoZOMIzt2RS/78rC07/swf3f7cDjP+2mM+0f+N547J8RJXYPnf9NaBhtw/GZ4/HX4xcC0LY1BGLNYZ9be5TVhEeGdwQANE+IwJgeTel9EUrgLooSTVqRRAFRWIzr1QyD2jdElNWE89okYNkzF2Nk10S6jXDaISpdXpoc265q5zhZ6UK01QxO5Z/wxbo0VDg9GPf+BuSXu+jvO9jrfLw6Fd0mLcWJIjv+ffIiAIDNbIJZJc2fu+UErjeo2hOcHkFzTI7/YAN+2nYCkRYT7G4BZhMHjyBiyf48pBVUavwWliTnYuXBfJocGvteeN4Eet5amkIN6zyCWK8doRmMM4XqKH/CwS0Ev3aRdUC3SUsNf8OCKKHU7oZXkKgKilyLRFGi3jjhEm0z0Wvjh6uP+iU9c0rD316/qSs0f0uSVGNvmfQiO7bq1iweQcRP206gpJa/E8aZCwvUGWcNB3LKMFrpjdWz60RxjWRT6uCeOEyTalycUsGrKepKYseXF2uyuuRl1XFSfIDXM3JMzyvzBdPh9qgHY19WWciLY8sE40TCodxyrFLM21IVuf6Kg/n0/RzMrcANA1rhRJEdjaPlQP1SVbBEyAsgp/to1VE892sSIswmw2TJ7kmX4sDUsUibMR6AXAmddX0fTLu6p+ZxkoHj/d+q8VzFVVqzrwgDFQHBKxp/5u8qFfvJquBWb0r2685MiJKcDPh+SzoA4LcdmUhWSbH1LD+Yj8P5FX5BrBq1idxTv8gqgpS8CjpXW5Tk4z23zEmPu0CJjwV7svHvvlxYTbxfVd2IuAj5uy6qcuPYyaqQKpFXL+8Om5nHkA7GCovz2iQAALo1i0WLhAhwHIf2jeXkyzX9W2JQ+4ZBt6/G7hbQtlEUANl4zqIK9EkwXuHyIlZpQXF4BNjMPA2MyaLzst7NMf/RoejaLBZxkb6qfl6ZEzd85lMhGHE4r4JW+8nCdOkzw+ARJERaTXhTcdA/WenCzCUpmkQDaW15+IedaDdhEb39/u92YH92GQRRwjsqpUivlsYJr1DMWpJC1SdkP+1uAZFWkzL5wIOFSfLvxe72QpLkBNI/e3MwaeEBvL/qCJ0xfzi/QtM3GjYc8LUyu/7DVam45cutAAKbVzIY9Zmp/xzAm0tTQj9Qhfo4lySp2ko+QfT/3Z33uhx8/rTtRNDE/szFh6jvy8sLkjUTMb7ecIxKvJ0eMegECEHwjV1Tm7LllTkxc/EhPPzDTvSbtgIeQaI+IUT5tDmtCBfMXIXP16XB6RGCtpnZ3V5sSC2Ew61/jPY6b1RoUCNJEr5afwz3f7fD77G7TpyakvKub7fTf1tNPJweEa8s2B+W6Svj3IAF6owzmiEzV9EqT7CCeXGVh/a2BoPIj8uUvtUR76ylo8ceV5zN88rk7fy1R2f0Vs1Z1QuVIJD086ol6sR467hKtjuwbeDgg4zO2pwmXyjVs0of/mFX9XZMh1ORG6tN5EZ0bYJhnbW9wR/f1h+X9WqGOfec77cNcjF9b6UvYIixmdG9eRxKqty0km5RTFVMqgridf1boluzWOSXG39/H685iiX782DmOc0CpFmc3H8bF2FGtM1Mq8RRVjPOb9cQdw1p57etRcm5+HtvDt3OU6rApEiX4VarHQjEhG1Mj2b0NvKd6P9NuGfODsP3lVFsx+SFB+D2ivhsXRr+2aed6U0WVwBgd3nhcAv4RglijLiiT3P6732qoJ9U0mevOIIKJfh8Z9lhAEBClHFyiChXSFB5w+db8NhP/sdZByV4toRR5VYjShLWvjACc+49H1/dNdDvfvJdLH5qGEaoqtfpsy5HbIQFvz08BE9d0gm3DmoNADgwdWzQ17ugQyOkvD4OG4+e1IyhIwkFp0egsvjiKjdcXhEpeRWwmXmqiABAK982sy+JM3PxIew8UYIyhwdpBhJLUakeEYiHADl+Cytc9P0OfGMlAO1xSRJxaQVVdHsAsCqlACeK7IaKGz1LnxkW8jGSJCGz2I68MifOn74SJl5e9FtMHPLLnZpE3WbF4f+KjzbiyZ/3gOeAaKu2JaGw0oWOYVaiyhweiKJEvSokScJHq49Sz4tfd2Tilq+2hrWtYBwrlPvtGYz/ggM55bRFLFzU1dvCCheu+zR4ElDPrCWH8MIf8lSUHpOX0vOFwy3glQX7qR+JEaV2D4oVZdmh3HKNKdt3m9NpoH4otxwvGoyWJOPQvKJIk/bbjhXTnvbX/z2IL9Yfw0plfKrD46WqH5I0LVIS5rOWpODB73fi/ZX+7WqE9UcKcec322lSgCS+9eNaQwXqKw8VYPriQ7TgoOYGxTm+yuX1S4Co+9hdXoFOQQmEzcLX2hg6xtkDC9QZZzS5ZU64vCK+Wn/Mz0Qss9iO2cvlgCPc/iYiP+47bTlS8ytwoshOgx8iqZ3wp3wBKqhwaYy5Tla6qdO2nv3ZZah0eTVzO8mIsnDcQ/u2TsCUq+QK8MrnLsbyZy/W3E9GZ1W3Pzscvtl4HP1aJ2huEyX/inKTWBs+u2MARnZLRDi4BRHdmsUio9gOixLhDlWMwTo0icaVfVsA8DmixkaYcf15rQy3RS606v6ubs1jlef7TnOf33GeJsD+8s4Bftt66uc9GP/BBsxYfAiAz7yuqFIfqPtX1Ed3bwoTz6FKWRgUV7k130l1KogTlb7jCfP30YTN/uwyzNuWAZdX0MgV7arebTVq1UCExYRuzWL9qtQkKbT+SCGtWhxW5PDEaC0QjWNtNEBbnJynue/4zPGYfXM/AEA7pWIdDglRFkgS0Dw+EhEWExpG+ycL7hgsO7vzRrMEFZ4b05UGzsHUD4CcNNI/Zs6959NFq8XEaxZzNw9sjenX9kKU1djpXO1wTxZ3H69Oxah31/kZGW05VoT75/rk/zE2M+bcez4iDUz/jFilLGpJwO5U/QaqXF6/EZBGGBlC6om0mmF3C7hg5ioUVrhg4jikFVbCxHFU+t6moaJM0B3nBRUuOqGBzB4OphBRU+70oO/U5ZoA5fN1sr9BXpkT+7PL4PAI1LPAiJOVLhRVujDq3bVBe0A/WZOmUbswGKcTE8cFbVcKhMMt4ERRVY0MILNLHbRoYXcLNNmVXSon9IJdo1xeAeVOD/7dl4M9GaUwmzjMXn4YF7+1Bna3QM9tL/zhH6QDvsJDUmYpPZ8++P1OLD0gXzv0E1KLq9x03fXMr0kA5HUWeVxxldswsSBJEiTJ5/dB/EMC/bbV/jHXfLJJM2Gj0uX1U9MZMfb99fhBSQQA8rjPm7/0JQ8XJuVgyMzVAOTRpGrDvdYNI9EsLgIRFlONTT0BWUHgV0BSsf14MZbuzwt4P6N+wgJ1xhmP2yti+uJDOJSrNRlKLajAh0qftL4/PZhMkmQ0L1X6KPdnl6HdhEUYoFS01RcGdXD0wcojeORH/1nThRUuXPHRRnyw8ghu/HwLPIKIzGI7raAT6RN53cd/2o0lqpNpqwaRWKj03wJAp8TYoH24wS606j7lZ0Z3pv9e/8LIgM95e9lhJOkWwWZVgER65626UVSH3xgHwP/iSyiscNH3YTbxeGV8d3RpGovDb4zDBR0a4aNb+wPwVW29gmToWE6ocHk1El+jz2Fcr+aaft8xPZsZyqQP51fgy/VyMEACjNm6nvMIs/++HC2ohCBKsLvk73L+rizN/UI1fBKI1H/dEVnmzHFyhXL9kUKsVaTPeWVOvPpXMuZtyzDs9eucGIvfHxkCQA4eLSbe7zNUJ7EGtGkQcH+mXNnD77ZVh/IDBpQcx9EqdNtG/p4Aeof/oYqR4OjuTdGhSQy93WRgHKA+joPRNDYCL4ztStUUamZe1xsA8N7NfTXKgQHKmLRIi4ku0HiOo1ViAGjTKAq3D26LCIsJLoMKiFHgW6kcE68u2E/lrhP+TNYcp3cNaYtOiTEY2TWR/p7euKZX0PdIpKhEin+ssIoeq+EYE81/dGhYY+SirSZNH7zJxOHffblwKomK/dnl9PsO1i9P7gun0g8AfaYs97uNfH4eQcIVH22EKAX34pgwfx9emr8PaYVV8AYx15QgIUjuh8GoVSxmHl5BRJdXlwCQ1Tfh8MfuLAx/ey1GzV4LQPYMCWWINnjGSixOzsXiZFl9RoLYAYpKhyTXXLpEH2nbyS51wOkRUebw0OuPKEn4cPVRZBTbUVzlxlcbAiu6npi3m64b7p+7U9ODzXEcHvx+J/Wyaa5cGyqcXlhNvCbxmV/uDNgGSPhzdzYe/H4XNdkMNQa01O7BawvlKSlJmaUa9V6v15aFZdaZVeJAfoULGxWnepJIJ2rCSmXdOHv5Ydw/dycGz/S1YnZtGoteLeMQaTHhh60nAKBGCZyCchdNaBixYE82Pl17tPobZtQpLFBnnJEUqaRLJMCNUc1AfviHnXRB9vQve6Bew5XZPX7mH4Io0e10m6SdbU0CpnJn8OoiMcdyenyZ5cN5FTh/unwhJBex537bi2FvrUFhhbbnmrz+omRtVf6T286DHrPBwpp8JsFkXERaDgCtG8jVL6uZR5tGUQH7gY2YdX1vTFcCiIWPK+ZUqorkjldGU/lvoNjUauZhM/NoEmuDKEl48OIO8nZUAfCKZy+mF3eOg2HAFQhJAhJjQ7tvGyU91IGg0WuaeA52j38wQhzGSTCSo0jdyOJnf7ZWPRHO+9FXjcudHppo+nrDMfy4Ve5L13/vH97aH0M6NkKvFnJPstUku92SCm9/pc97iyoAfX+Vv4yQ9Pb3U4L4t27oQ+/bkV6iaVPQQ5ICRB4+urtPbSFIEkZ3T0TnRDkon/fgBQCAd27sq/EoMBt8RjEBRhbqeXp0Zzw+shP9W62mIIZv1/ZvRQNVjgNVbURYTHTBRqSS1/STVR4kuP74tv64cWBrw9fe8KI2+UUqHceLqrDjeDGVQf6j8kF47cqe+PyOAcq+cHhxXFfcoZsLHwiyIJzy9wHaO6qv9k+/1j/oH9C2geYzDmS6aTXzGhUHUZg43AJ6tohD9+axVIlhNDZRT2kY85bDZf6urKALW6uZp59FMHWVJEGTyGMwTicWXjZgdHtFSJKEL5TkcChOVmjb5d5edhgv/rEPPypBnhH55S48prTvmXjeL8FI1ku7M0rp+a3K5cVOpQf7wlmrsfRAHsodHtqqYzNIVrdpGIU7Lmjjd/u/+3I1Fe2TlS6ajDRxHFYczKeeMOcpydJKlxcWM4f2qkTvl+uPUb8QySBBN+D1FTCbOKw85PMAUq+pPr6tv+bx15/XCg63gLlbToTtc3HrIP/3B8hz0O/4Zht+3p5B1wAjFUUTuT77ikf+z4+w8PRaUxMJfKj1BM9VT9UHyN87o25hgTrjjEF94hrwxko6e5IswNSmIssO5NP+0oVJOZrFmUtxJJ34ZzKVYk1euB+j3jU2oiOnvj901VHAd2L84JZ+9LZuk5bSrObMJf4Z8u3H5cBor0766QxgitJXJzsHtAE3gWTGv1yXZrgdQA56bhssX2SI1NemXCwv0vWcB+Kmga2QGBuBRKWHtmG0PPdZHfA2UQXIgargVhOPKrcASYJmtJWazk1jcUn3prjjgraYeV1v2hf/9KjOho9XI0oStr8yOuTj1NXEpnHyfquNXIwCeRPHUfngEyM7+Um7yUV6tRIUfx2g0kCC4GCQ1/l3r7zYyC93UiXH16qedL2sj/xeyLFiUVy5CY2U703teKt39L9pYCuYeA77p46lARzpOycYVW0fVpIu5LMlx9qMa3vTx3gECZIEzdxwosJQo158jO4uB/DqpFx1+PWhIdQ4rll8BPbretclCTDxsgFh31bxaKDr0R+sJLPG9pQ9CAa0bYjWDY1l/S0TIvH4yI70b9qe4RGw80QJrv54EwDgd9V5xcRzmsTMYyN8SQZCrCpJoZ8hD4AurAH/QP32wcZBvzrxF2gh5xFETSWLHIM/bJWd39ULT6NAnRxvBNJWMfWfA9Uaj2SE3pBRjyj6AnCj9yeKcv/93qxSjet+tc3uGIxqYOI5WsmuzhjWMoMk184TJVQFFooKp0dzngBADUGf+nkPDXLJ+aPvVJ+qJa2wkvaQN9OpogC5VY0oygD5OpSjU/0A8rhNosZ6eYG2Yl1c6cYDF7VHpUuuqBN5/qB2svqNXKecHgG/7MjErV9upYWKoip30N8tac/ZPOESALIikJybSZAsSRLyy50Bk5avKeoyI58aQF5bkjGmRPEUbEIF2V114sPhETStkuGg7703eh2+monI7Gp6KDBqHxaon0HM25ZBg9MziSl/HzjlBY/TI/hVuknQsUTJlpJMJUFt0KR+dWLI/fP2DOSWOZRxGBkBT0jBZKFRSgCiN0oi/Ud6ObiZ5wxN0Uw8h7tV7p8EfUB6z9B28j4FmSNmZHhC4DiOBkuX9WqG5y7tgiZKcKqfIa02H1PTp1UC/fe6F0YAAJKnjDHsA762f0u6oCfKgAcuag9Avmj/sSsLJytdmuy3nuFdmuCOC9ri6n4tMVC5ULdrLF9siVmYEeGqzC0mDgOVDP6kK+QLcHPVAiSrxIHnL+0iv26jKJzfrgHcgki/x/+N7SrPgFfmeV/XvyVdkJBJAW8r5myB+OWhC0LuJzk+88tdhgs1PST5QQJdnuM0vwPy+czf7Z+AIpCLeozNjMS4CAzr3BgD2zXErld9CZCWDbRu/9Ou7ok7h8gBYVykGVf1bYHLezdH6vTLNKoLUp2NjTBjydOymZlRhYZUej66tT++vls2lou0hldRV5Py+jj0bZ2AFc8Oxwtju9L3pYfjODSMtoJTeq819yn/27VZbMjX43kOL4zt5nc76UEsUBIwxDQuXMjv7NERHTUJQouJw2BdGwc57p4Y2Qnpsy4PuE114m91SgF1j/9iXRpdYLq9YkBZeKTVpDm20ot8svaxPeXkSkNdoE4W33M2pRtKU7/fko5vNx6nc5Sri/r8L0o+Sbu+fx4APluXhmFvraFmdUfyK9Bv2nJ0fHkxdqQXU3PRmuIVRL82GMa5SZndQwNAXtWjXl4NhYmRuu/8dg2o7w2h3YRFmPL3AT9n8m3Hi2l1naCe8EEMaEmyV329IcrAey9sh1lL/B3rLTxPPVrKHB50m7RU48FBkvh2txAwiX+0sFJpKxKRW+ak50r1NA3Ap2DbcqwIG1J9Rq1GviH3XdgeDaIs6KGo5Voo3iqRFhOV4ZPzlgR5NG1WifGakCTvh3aUE6WB1kpqqlzGxYjR3RPBc7JhXXK2r3jjcAu48fPA4zKNUE/lAORzqLoIIopSUF8XRv2EBepnEC8vSPbrFT4TSCus1FTd3F6x2k6nRiPGSAVdP6/62k/lSpU6Q62WNOnHefSYrE0AALKZGaHE7qZzlje+NBLJU8Zg28uj0L9NAl66rBv+eGQIbLrMKnkNdWBiM/OGi0Qg8Oi1Z5UAkUAM5cwGFXVCMOm7+lk8z+GR4R1p//tdQ9pq5LrDDWaZvziuK67s04L+TXqPYyOM918tpycjy24Z1Bqp0y8DANwwoBV+vH+wptIaDNrTriQqAo3Im3ldb7w4rmtY23xlfA+8dUMffHhrfxoUDumobQMgldQ/Hh2K3x8ZCgCY9+Bgen/7xtHolBiDH+8fjCv6NkdxlRuvX90z6OgYwu5Jl6KPMiP+zeu1nwOpIKipdHnDGglDFktUystpZc3OEP3L/Von4ObzfYmQlgmR+OF++T03ivEpJkgSjiQ37hrSDq2Utoooqxkf3tofPM/BYuL91Alk14L1nMdFmjGmR1NqLggAzeMisEmpiIQLCXCtZl4jh1fTq2WcJjAkC77PbpeTTLUx6pDIwwl55U70b5OAmwYaGyUCoEH2jQNa0eTfS+O6oVGMDS+M7YrbB7eBR5AwuEMjwzGJC4IYDAG+3xMAPKQs0iVJwswlKcgpdeKbjcfhFiSUKAHr5bqFaVyEhR7rJAkCyOPzrunX0vA11UaFaqWHwy2g3YRFWHu4EFuOFaGT0hrRq6V8jPCcPL7v8zv8W4IIWSV29Jvmm4ogSr5JEim5Fbj2000aM6dYXSvFmPfW0/278fMtWBzAJFTPmpQCvLxA9h3Ym1mKHenFyCiyo9ThwfO/7w1rG4y65Zlf9qDc6cGna49i6j+1ZyxYVOmCJEnoO2057p+7ExlFdph4jo5XLFElljYfPalJNKmJtZkN108cOLgFya/g8N3mdBxWJcJiDZKT153XEt2a+Z+Dg60lLglgGmsx+xKcpK1K3eanLggY+Zv0bhkPM8/BaubhFkTNWqdJbOCk5rsrfMlwtfryrevlVq0r+zZH+8bRfm2DUVYT/lTOj2oTOcB4vvys63qD4zg0ibXhC8WM1kjZpCYuwhwwub7yUAFVKACgqkH1lJlAoyzXHSnEyUoXSqrcSMkr9/MDmrzwgMZk2SOKMHHQjPEMh1NVPDFODRaon2EE6wcNp8pWFzg9gsbJcuWhfAydtbpaJwuyCHxi3m48rcyAJnLHNjrp6Z6MUgDaDDV5/n3f7YBb8J3EvYKkGYtGIEZhD1zUHqKq17lBlBWxERY0jYvAgscuxB0XtMXAdg39KoFuZZu+wJJDbIQFjVUBjhqjC0IwglX57QEyt4AvMHpOSQBYzTwNss0mXiPjvXFga01leekzw3Dfhe0RH2BklxGdmvpMwciFxmY2wWLise6FEXj18u64qHNjGgiHggQppKdWbwy16vnhAOQesv5BjNHUtGkUhQ5NYnBV3xY0EFummPmRz4lUHNXfn7oS+r+xXfHGNb1xUefGNFMfDHXA2jDaSqveHDg0jrGiXaMoWE08hnf1T5YAvp47YuRHIAklq4mHx+v7bFY9PxyLk3NpxWBsz6YorjI+X5CkyfjezYJ+hm/f0AevjO9Ofz/PjwmdGLGZeSx75mJsf3kUAGBQ+4Y4P8TM87aNovGlbkQbz3OGAemp8s8TF9EqCWHKlT0wtmczNI+P8AvoagtRkr/7UDSNi/BLTj0+shOmK99ZwyiL4eL66n4t/G5TY+QDQJKKdrcXr/97UJN0SlHOvSSR5PIKdPScunKeW+akC2NyNF6sJADVVUH1OdijJPQ8gghBlGjF0cTzuHVQa0QpaopxvfyrWJ+sOYrsUgetLBFliyRJNGF1xzfbsCejFINmrEJ+uRNzNh33UxOpsZg4WqksqXJrxnxKkoTnfkuif9/73Q7M25aB1IIKfLPxON5bcQQXv70m4LYZ9Y+/knKQU+rAW0sPY86m9Gr3Cs/flYXfd8ozxLNLHeitTDkY8MZKWgFenVKAQ3nl4HlfO1KJKnF129fbaNsUodTuxt3fbkfDGCsKKlx+579ypwcnK124cNZqv17rV/+SpeWtGkTimv5y4qxxjJWua7yChA9WpWqSobOXH9ZUePUYKYFGdUsEz3G09eWRH+Wk30nVxBT1mFe9EhEAxvRoCrtbgMXEo7DCRRWQAPC/MV0wRuVfosbM89iQKpvcTf3nIL2dVOFjIyx0naZWF6nVWW8sklsVyVolq8SB8xQvFwL5/Ha8Mpquw0L1hpc7vZr1ebCH290CWiZEanyY3l+Zilu+9K+uPzB3BxYrI2XHvb+BtpF5BJG2K6jVBUWV7pBGfEYQH5ya4vQIeHd5cFUhIzAsUD/DCKJ41vQR1Sb/KvObPYKII/n+EsVQOD2i5mKnPqmFMu8ornJj09GTdJH4775cLEyS9+eJefJiLKPY7tdLCvhGrQGgMz1XpxRoTlyBKpMkCUDcRhMVeXigSrY+w52aX4GZSw7RDG2LhEjER5rx6e2Bq0CATxbeMNqKv1RO73qCBep5QdojSDDwVBg93gDQp1U8rZB1axYXcsyV/+v5IF81SQa0bRSNhCir/5OCwPMcrcYDvhF3pCJbXRmxHnJsVCkVgSeUyqvFxPuZ0FjNvOFFr2G0FQPbNsCQjsZZ9icv6eRXSaCtDJzc3vDM6C44/MY43K8cD4HILHZogn6ekyvhF3dpokmydGwSg+/uHYRZ1/XGdf1b4uPbztMsFrqppNykreCSbsYLIsKNA1vjwYs70N9moH49NRzHoWuzWCTGRWB096Z46OKONLlQHzAyEmvTKAo8z2HFc8Nxdd+WSHndv48+GOmzLsfip4LPKW8SYw04s17NU6M64/dHhuDgNOO58J0SY2F3e2lVhkCc7ANhJIckv4U/d8vVJpIAeOfGvohWqnLf3CMnUFYeKqBtHupkcscm0fQ4E0UJD1zUHhcr+6ZOpJJAAvAl3zaknsTqlAKsV6Ye7M0sxc/bM4O+j7eXHcbd326nydpery3D0YIKjfRdzSdrjmLqPwdR7vQGnKThEXxB/mt/H6CJYkBWWJDPR8249zdAkCQ6KaA6smZG3aNOXBmNvQzGkv25dATWhbNWo8LlxRol6FZXReMiLOA5n5pEXUHnOfl1L/9wAxYmZWNj6kmsTz2JdUcKEWkxoczuQWdVEhzQTqNxeUUsTJKPy0iLCaIE9GgeB4dbQFykWVEMcnQdUaBUvNXrqA9XH8UrC/ZrXqOjojS8sFMjQ/NGryhhX1ZZQJm3nsYx/tf/KJtcfSbJcbIWW/u/EWgUY/NL2pKWs27NYnHnN9r2wQgLT1u8om0mP+UjoB2lSXB7RVhNPE4UV6Glog6beFk3PDu6i187ox510o+0KgKBWzE5Tuvd4nALaBRj1fSbf7AqFUcLtFXtl/7YhwizCf/szcE+xe9ofO/mMPEc7p2zgyYGyPF1w2ebIcHXXtZ36nK0m7CIjh8ORhhDQTQs3Z9H1/aH8yow8p21+EjXmlobVLq8QSeMnC2wQP0MI5QRRG6Zo1Yq63M2HadB0BPz9kCSZCnfGGVkWSAkSfLrk3J6BLro259dhhMqKU6VymDjud+SqESroFyej7vqUD5u/3pbSAmxkQt6IJ771SdB/EBxR9bTu6UsRb5PCZQSFclVoN7wcb2aaf5uGG3FF+uO4Ui+fHKNizSjf5sG1NTuD2Vklp6YCDNibWbsnnSp3+xyNSaeQ8rr46rl1A4AYRTtAAAjlUruF3cOxP0Xtce1/Y3lq6Ho3jwO3917PhrHWBFh4bHmfyNqtB01FhNPFwluQULz+AhMvaonZl3XG1FWE76/b1CNt+3VGWaRACa71IErVJJ/E88h2mrG3tfG+G0jMTYCfzw6NGDgFWU1+30NPK2oA09c0hnX9G8JjuMQYTEZShXVbJ04Ctf2b4mWCZHgOOCvxy/E13cPxE0q2TogB+u3DGqD2Tf303yGAPDlnfLiJ3X6ZRjasTHSZ11OJcehcHgE3DqoNS7o0Egz8i8UpN+8usw9he+3JlhN8sImxmYGz3PVTlYBQI8WwcfJfXL7efjf2OCKhNTpl8Fq5hFjM9OqsppbB7VB56YxcHpEvwpxOAZC6bMup/3kAGhSllTKf96egWlX98TYnk0x557zcWDqWKrG+UpZPN8woBVVlJzfrgHMJh7RNvmc9sjwjriqXwsaHKQVVtGKnlpxpb9+GBHMmV2/oC1zeCBKxiPjvt8iu2RvOnqSJh+MIJ+fIEmazzLYdcmuer0iA8VUIANNRt2jblELZgJmhGgwOeDe73YAgKaP+tavtoKDLyFG+qSJ+kMQJRzIKceLf+zDHd9sw1OKSsRmMaGoyq0x4ST7SfILDo9AjeVIRbl942i4levb6udHwCvKsnJ1AitQTzZh1fMjlH3UFlxI206EhcfNA1ujyu0N2H+urlDHR1ro40jQToo6NjOv8c5opzIxVXuL2MwmWM08eilrNjVqBVy0zeyXjEuIsiBatZ/EaNTtFWGz8ChzeGhg/vDwjnh6dGfDpKY68PaqJADqNir1ulztnzO4fUNN0sXhEdAw2up3ziAJo4JyJ7yCiF93ZoLnOexIL8ESpTVn1aF8JERasPGo7zi78fMtGPPeOuw8UQIOvpY3sj9fb/AZEB7KLfdNH9qXi2s+kdtI9arVUDzy4y6qmMopddAkbm0iSRJeUsZuAkCfKcswV1WcO5tggfoZBlkkJGWWGs6NvfOb7fgoQPBZHab+c5BWFQFg6KzVtJIdjGUH8jD2/fV4+pc9OH6yCj9sSYfDI9Af/wt/7NM4k5Y7vfhth1wl+XN3No7kV+DXHRn4aVsGHpi7k57Qgs3IBRA0qAW0pm76HlEjyKI5QQnaEmNt4DnjyhMg97/unewL2goqtIZx0VYz3rmxLwa2bYCNL430M1Z6bIRcVbSZTQHnjhu9plE22IhnR8sS7nBtRObc6wuGIiwmvHdzvzCfqSXCYsKIrolY98JIjO8l94jVBhJ8M19bJkRiUPuGuGVQG3AcR6W1NeHWQW2w4tmL/YLsgbqKZNqM8WgQHVwNEBthxhMjO+HuIVqnbXlWs/E3oV98AUDy1LHYN0U+towOvwbRVvr9hCOfJqjVLKSdIZx52nocbgFNYmxoHGPDM6O7hH7CKWLknXC66Ns6gS7eThV9X7ca0g4SjFD3z1QSVYaPDfOw+OJOX/LkOsW1WK2GunVQG8RGWNAoxqYJbHu3jEeHJtF458a+1An6/ova4+4h7TC4fUPsnDQaN53fGn1aJWgW+EbB8VFdPyT5vrs0jcHsm/pifO9m6N48tJkf3V5BJRxugVa3jVidUoAIM68ZH6iG7LIcRMn/3p9dpgnU9eqwhtG+IIHIWNVzsrtPXsoclWsRdQHgVCmpUqs99gd5pD+rUwqQW+ZApkriTdDPSd+fU06r7ET6TgJ3EkhZTbym8kwmXiTG2jCgbQPsfW0MXhrXDVUugf623ltxBAdy5Eo0MT1deiAPLqVSDID2xqvPFW0aRvl5u+j7ry/plggTz9FE7px7z8dbN/TF4qeGIcpqRtP4CGSVOAyNOgFgtEq6bjXzdEwsufYRZYCJ93n66CeNqBVpFhOnmQsPAEM7NsLjIzuC43xKvlibGS+O05p7bpkwCpd0S0TvlvFoGmfDiSI7zDwHlyDCZjbhi3XHDNWaao7P1E5uUbfxXKAUUqKtJjph6AmVP8ojwzvil4eG4HyVF43d7UWDKCtN6mxVTP6ISmLQjFXo9MoSAL5jhATxqQWVqDBISJKCEcfJHh1qHB4BU/4+gI9WpeKyDzZgc5r8uo/P242kzFIkRFng8oo4f/pKvLv8MGbojuFA2N0CJEnSrN2LKl247IMNYT0/EE6PgL/2ZKP9xMUotbvhVN57udN71vbSs0D9DKPE7saWtCJc88kmHMotp1lWAs9ps3ungrqykVvmxA/KjE51Bk5PUZUbaYVVWJiUg/VHCjFp4QE4PSK9+AiiqMk2XzhrNV6cv49u0+0V8dL8ZNrnRCTrRi6egG8RR8ZBzb6pr+Z+q5lHxybRtPc4UGCrrx5alAseqdQ3jrWFDIrjoyyGpiI9W8RRUziziUerBnJPtLryS6TzXJBkgBH6fQrUa0nmTgfKcqtZ9NRFYb9+uEQr1cjaglx8uzaNpRfD2iDCYkJiXAQaRlmp7Dx91uUa87RwsZlN+N/YrtQBnTC8SxO8MLarRsIPAMdmjMeoAIFCnFK57NYsDg8P72D4mEDy3kCoRxaGqtqHIpCp35nOwscvDDh+rbrox5MBsnP7Xbrj41Qgi279b626I3nUqE3fjJIFP94/GM3iI7BaqbaRQGBcr+a4vE9zcBxn6OYP+OcPDuSU4bavtgHw9bq/fnUvXNGnOf558iJc278l3rqhr8ZH4NIeTf2k/mpemp+M7WGMOSLnSKOPiuOA+7/bgcXJefSzvOKjjRpzQb3RYPvGvuOGVCr1c7IF1aJ+5cH8aldvzySqa2AVilWHtJ/X8LfXnvI2yfZu/WorvW3t4UK/UV2SJFGjNCMO5JRj2Fv+3gR6M9nCChcirSbERpipNPpAThkizDyVo3tFiZ7/Ad/v68Vx3TD/0aGIj7SgZYNIuAXf2uoHg3nqZp6D2yvSc7VbEDGwbUNN4GjmOTxwkfb6Qn4PL4+Xg9w3r++Dd1XrLDL5pkeLOERaTbT9jPh5/Pukdj2hNp5NyiylhRPiBn/vhe3w4/2DwXG+yvOEy7QBtr6VyMRxVJEAyC0G91/UAXPvHQRBkhBpMYHjOHRsol3nRVrl24d1bkzXUlazPGOeVN9DJeQ5jgvYwkmq/K0aRNE1C1Ec7ZsyRvO+5j8qqyxdXq2q75Yvfcfi078kBd2XUrsnqMpn7eFCv9bIUrsH321Op6bMv+7I1Kzx4yIsKKhwobDChc/WpgUdAaiW69vdXsxakqKZDHAkv1Iz+rYmHC2opOOPXR5Rs47xnKXjNFmgfgZQXOXGnd/Ii5dVhwroReTd5Ufw9165yk2ysrwimQo1TqagIrQUxeUVDWckv7HoUMD5ki6VhJHsk8PtxY7jxahyeXEkv1JjxqPeJgDqjMtz0GQGr/hoo+bxT4/qjDn3nE97vkkmuUtTbaVl84RL8KhqFnGgk5g+gNVL16KtJiREhu6nnn1zX7/bPrilv2EwqX4JEsiLUuBqqxHk4kL2XzD4XtTB+0e3Be+RB4CeLfwlZPUNcmF8eHjHkJLhmvD2jX00/WWnQqfEWMy9bxB+V9oderaIxy2D2vgFPTzPBZX0ps0Yj/mPDsXEy7rT2zqqphM8OKwDLuocfrV5ylU9MUWZB3sqSZS/n7jQLxnB8Oe1K3vipXHdcGmPptQE8KVx3TDt6l619hqkt9ajO8+dSoostaASH93aP6DS5yJdkBwqoXn9ea0w/9GhfrdP+fsALv/Qd54nL9emURQ+vu08RW2k3YlpV/c0NMILhZG3RLtG0RBEyTAZ4RUlOvaS53zXNnI9ySy2U88UwjvL5YVvtNVEr28AcMfX2wwdnB/4fucpL2LPNlLzK5CqU8BJkgS724v75+5EcpZW1bD1WBGOFlTfR4fw0vxkw9sHz1iFtEJfxd7lFTXBPOE2g9uC4XALEJRA/BdFWXj9Z1tgs5joOsnhETR98puUBIFamUJ+A8GCNPK7JMe+R5BwfrsGeHJUZ5qIFiWt9wqRtI/v3QwPXSyr/prE2mgrIABNG06UxUSr/6Sy3CIhEumzLqfmdxGq88P39w3GtpdHIeX1cfjqroF4+OIOaBoXoTmn7Hx1NEZ31/qlkKCewPMcft+VhRfGdsVVfVtQ+XiHJjEY36tZyAkhHZvEYGgH+TU5yN8LUbvo1Y9GmE08GkRZcOugNujWLBaHpo3Duzf61oJ3K2uJ7+49n34PcbpJOf1aN8Cq54fDK0iIU5Ic4Yx9q22WHcjXnK8sJg5pSjsRSTQRdYCegW+spOe2bzel44v1x6iBIgDD30y4ONwCCsqdmsSx3jg13JG8ZxosUD8DmLftBJXBqLNH6xSTnXvmbEfHlxcDkN01XV4RfactN5SL784ogVcQMWj6Ks14mvm7svDDlnTNY9MKK9H1Vf/RZYCcJJjyt//oEvXIJ/LvKreA6YsPYeAbKzWPbRoXuEoZTOreLC4CHAeM7JZIpZPkokBOqkufkTOujWNsGgmWuof2GpUTsloaH2U1YWC7Blj53MUA5Ioqx3FhmT0ZGY0EMh9Ry5TJmDNJql71a3B7OSO+SMkwP3epv/RYgkRfKZAc7Uwj0mqi45pOBwPaNqy1SiogV9H1SaTqYuI5fxM61bF130XtMSiEg7qaCzs1xj0Xtg86XzscGsXYAlZMGT5MPIdHR3TEV3cNxIYXL8H6F0aGflINXgMATbASQ8rqFNSXP3sx9agg2+vaLBZp08cHexqlaZwt6MI40mqi5oVkLCGgNf8EjPu69dw1pF21k5tkH/VYzDw8ggSb8psi538A2HbMV5HnOZ9TN+kF3XKsCCsP5dPHqB25q3S96BuPnqR99B5Re50zmkDyX/Lx6lSsPJgf+oH/EdMXH8K7y7XjVzcePYkek2UndZdXRJdXl1Afhan/HPQ7jvQIohRQJh/M30fdAqI3mCt3erAwKTtoe4URbmWygcXEaVSDNjOvcUpXV0GNkkzB/BUIRDWlXgNklsjy/OnXyMnCFglyAE4C/gs7NYYUYiKF2qAtPlKeiNM0zkZ/I8SAl1SPK11edEqMQa+WcWgWH4GmcRGIsJgQbTNj4vjufttvHGMLmki2WUw0cR8XacHfKnM1+fX5kMH29QNa4c0b5DFuVW4BP2/3uZwbtaPpuaZfC6z930i4vAJibGZEWk24foBv3CYpoIzomhhQ9Wbi5Yp/pctLVbHhmv4CcmtQOJBzX98Q7aKEoio3TVISRr6zFv8LMG7y83VpAIBsld+B/j0/9P1OAMBrC8NvK/ljVyYGzViFUofvd3EgpxxrDhfS7//n7Rm4/7sdp5Ssq4+wQP0MoFm876JvlIlfe7iQ/vtkpYueZParRmt4BRHpJ6tw3aebkaIYtqkNfNanFtKRTwTyQ7vOwEjs4zVHDS+IaqfpSqdWxqfPfgmibCBiJNf+MIhDZINoK+0dJ5CFafP4CGyZeAm6NYujzshqN+oRXRNplnhEV5/MmGQ5r+rbAgenjYPFxKNTojawCmesBZHKq+dhB3KKb98kGnde0BZPKyfjjS+NBMchoPuwEXcNaYf/je1KK+r3XRjcJfxsYWzPZvj3yeBO2vWNmlT+AnFRp8bYMvESfByGQiJcgs0yZ9Q+bWqp910NqTjbzCa0iI9Av9YJWPO/EdUynezSNJZ6VIzr2UzZHh+26oLjQo/Oi7KaMLp7U/RqGX/KyUNR8l8IqmesD2rnn7wa2K4hRuhGHy7al4uNR0/ihwcGY8vES9ApMZZe+4hyDZDfHwlCiCv2i3/ILVrkN67uPTdqNyKVV30F1Oj6/l+yYE82th4rCmneGi5rDhegoMJJA+lwlHxqPIIIi+56+JNqVBT5vEiA7fZqR8EacbSg0k8mf7SgEuPeX08nDBDaN46mvgVXfLQR6Up1sErXB9xnyvKQsmSCPvjyihJN1BNsZj7gyFajnmmjtho1Ka+Pw8In/FvaSIWUGGQ+MEyWvV/WqxnuvbAdru7XEqLKl8EIdWX/8ZGd0KdVPKxmnq73yG/iyr4tsOOV0bjjgrZY+dzwU75+//bwEFzZtwWSMkqp+jKulsZn5pQ5aetbYpzNT3qvx2ziER9lwZgeTf1MXAFAUBWewqn67s6QpxEZfa+dA5i86iv0xPfIb19ECc9f2gXzAxga6+ndMt5PwQAAf+zKor8HNW8vOwwzz9FCIgC/CQHLD+ZDFCXM3eLfohEIm3KM7s8u9zvfH1QpkValFOCdZdrk3pkOC9TPABxuL3W/JBn3cOb5ljk8eGfZYTz58x58v+UERryzFoCvEu8WRDz2kzznsrDCRcfikIsfMUQLNUJrTUoBlh3Iw01fbEGkxbdfpSHc509WunCy0q1xxgxEX1Xl5c9Hh1IpESCbNJG+KI7j0FxJbBBJltqlOdpqwls3yJIktTqBBNgf3qodwaXmqhCziAE5W7170qW4tn8r6nAeKFBvmRCJ16/pRWXvrRpE4d6h7YOOZQsEuVhaTBwdV8KoX4SatVodfnxgMJrHR4btzB4OS54+sxIfDGNuG9wGj43siNXK+ad94+hqTcVQQ84lta2Y4DgOX989EMnZZah0efG8TglEzufTru4ZcluSUlHfPelSepvanOkr1TgnEuTcPLA1uipV/R6qBNVjIzqiX+sEeg0xOuevPJSP3lOMR6Hqe5ABoKnByMgblGSxXjkWyjT1dMNxHI4WVqLLq0tqZXv3ztmBNSkFVL4+aPqqaj3f45X8FGlLD+TRfxNTUdLqZ+K5kHPPjVozHvtpFy1gEIZ2bASHW8DKQ75qYp4yjUZfdAhEtC5J07FJNGxmHhwHatomiBK66cwR3V5RM84LAG0XiY3wD9R7tYzHUcXzxCiojrCY0CTWhpTXx2GwKmlHprnok8izb+6H166Uf3smnguYQJp+bS9NUo60b8174AK6v+rrXpNYW40MS40Y1L4hPrq1vyYpVpuJrggLjw0vjkS/VglhjxAd16s5bhqoDdRnXNsbl/dpQSf9NI614ZJuxl40ADDlyh54YqSczCFrb/XX85LOEG+Usq2rle/SZuaRGGuDIEqG42oFUYLZxMNs4sNq7/MKsiGckY/NiHfW4sqPNuL53/bSSjoQesoJADypjLl8e1kK5mwKPSKOJEO3pJ30C/z1rbFGLaBnMixQPwOodAkqibd8Ia9whjaduWfODuxIL8Y/e3Mw7d+D9HYyNsErilicnAdBlOe9ugURhRUuKuHLLZNPgMHmI5c5PHjw+52YvysL248Xa8xd5m3LCOtEYJStA7QzNn94YDAuVdxCiQEI4ZPbzkPnprH0QqVHfRGKUp1s1HLJizs3xtUhAvHbB4fXh9sw2gqrmacO56ZqyDIjraaAn0cwSNKB4zj88pA2UypJ1ZO+Mk4PVhOPOfecX9e7wTjLmXFtb/RplVCjMXJq0mddrln8nQ5IklZvxDb16p5oER+Bu4a0C7kNUTm/NYy20kSr2vwxPsqCYzNk2f6s62V5a4MoK0RRQscm0Xj1Cp/cVj+VIpSkvkcQFcoLineGekYygVSijCrqy1WBKOH2r7ciWSXnPR1UOD04WlBJFXqBfGhCcbSgEpnFduQrcm1JktVzBKdHCHvbLkGE1czhRFEVnB6BjgwkkM4BMv6M53wS8o2qUWhqSDD35fo0VChrIbPB2NWLOjf28+i55cutuOKjjWHPVu+kane6sm8LJMZGwCOIaBobgUeHd8TPD14AjyD6Bco5ZU6/QkeU1YQr+7YIqMwiybgf7x8ccH/U54QmsTY0UiYTBEsi3zaoDYYF8D65fXBbw/NM64ZR1Lgt0EjbUDg9QlhTbdTJapIoO79dg0APD8rTKrVDhNmE1g2jTtkE97bBbdAk1oaBSvJweJcm+DbIOuCeC9tjSEc5mUK+l8WqJLr+4ySJSJeSPJr/6FAse+ZiCKKEaGVCgNqA1itK9BiacpUvEfqWIv1X06tlHNyCCKdHCGgYm5xdhvm7szSmceH09ecpI9u2HitGcnYZvIKIrxSjuju+3oZ2Exah1O5GQbkT87bJKpoOjaOxN4zzYG2qF+sDLFCv5+zPLkOly0PlgdWRpMXYzIYLDRLkE1OGVxbIBir7sspw/vSVePgHucqeXapcaIO8Rt+py+EVJSpPU7s+AnIGmfTAHp85nhpqqVFLyieqJEbv3tSP/jsuwoKXDfqX1ASqGqkvJFGqf4/qnojtr4wCIEu+PrglcDW9pjSKtvpJ904HTWJsWPnccMP7/nhkKK7p19LPfZXx38LzHEYGyaQzGPUNIqe0BUnWngrje8tmSfrr2tiezbB54qiwtiGIEg20BNH4+sgr46TGKlL+2AizsmDlNRc4fbUvMc5GJfIv6EwrE6IsGsmlHjIydEjHRtg6cZSmb3/ZATkZ7hZEbEgtpOPbPIKEh5Trr5pNR4tworjK0Nz1VFA7sT+umOER1UH7iYtrtM3Rs9dhwp/7aHEgKbNUI9ce+c5atJ+42NA1XRQlTUV8b2YpLCYew99ei3vn7MCY99YDkOW4APDYvN1+2yCB+B3fbENSZikAX3Hi3jnb6ZzrGYtTkH7SjsXJuX6J7H6tE+DxSnRkmh4ypeWNfw/iPiVJYMTPD8pB8zOjO6NnizgMbNdAqWjKlechHRtBECWYlONX3Tesz2V4BBEmLnjy6MDUsRjasRHmPzoEeyZdGlRxteOV0bQoEMzE9LLezXHb4DYB7w9FTQPd6/q3wuIwJtAsVCkQiULg+vNaBXp4UG4Y0AqvXi6vM8MdfXu6UHvHkBF2gKxuWvHsxbj3wnYA5M/38t7N0TQuAjteGY1eLePRINqK+EgLdZjv1CSGjg+ucHrphAvAl5wgMQYZRbvxpZHo1zoBLqWdxKj1k3iNhIu6GNaEGhhKKKlyY29WKaYro9+I90eVW8CgGavwshKjRNnCSz7XpnqxPsAC9XrO+yuP4JM1abSP2x6m5AqQTTu2HPO/GKYoiwtysSFuo3pIv5YYRvZ70b5c5TXl/SOmVmopEsdxhj8goha4qm8LtFTJ4PXy/ppWdXq2iEPSZFkWSX7ouydditgICxJjI5A2IzyTpJqwa9Klfr1DpwOO4wJelHu3kk/cZFQIg8FgVIfTZRbYsUkMHh3RMeD4zXBwe319zH1bJdCFth6SyDw2YzwaRFvRr3UCxvTUuknrrzHdmsXhm7vl6pd+9KaRSah6IRphMeHIG7LKq1l8BFom+Leq2F0C7vxmOyb+KS9EvQESDYAcqAUydw1n0ksgiBHTJUpCwqExTQuu3CtzeDTVcZJIMPE8Fu2TA+BfdmRqAt5cpZL2/ZZ0jWkXACxKzkW3SUtx9SebaMWNoF7LkHYCfYJHlCQIokTXHT9vy8Cfu7PQZ8pytJuwCGsOF2r6V99YdBCP/bSbzhwHgHUvjMBfj1+IAzly5W7Ovf7Vz8d+khMEuzNKsFpntEXWamaeo+13fVvL8unnx3RFzxZxuKxXM/r4wgoXVUrecJ7WD4gY3j4xshNaJkRS9Uggom1mcByHAW0bokG0FU1ibLTXOhTXGngR1SXxURY/nyAjyPpx72tjAo6nDJfWDaPo53W6VEQ1gezLnkmXYmjHRujcNBaX925O/Tc+uf08XNm3hUaN+djITvTcJUny55k2Yzw+uKWfxkWfVO+Jl8YfSstCqwZRaN84Bu0U/wQjrw2j23q2iMPG1JNo2yhK41kF+JIAgM+vIrPYgTWHC3H9Z1sAACl5vt9iii4RqlandlAm3pAJKmruPcu8murPkcgwJMpqRqzNTAPYMqVv6f2b+wGQM7XDuzQJe5RUpMVE3XT3ZJQGfJzaQdIoTv/loQsMn2dXTD36KEEhWUB9c7csz+nYOAZTFbnNxcoMdJJtP799Q01gr18INYm1BZV1BUJ2bLfi+MzxdMGpluacbdk3BoPBqC3+fGzoaTtHRlhMeGlcN/Rvk+DXpx4uV/ZtQU3vOjSJoYZYF3ZqZGioRBbxV/driefH+Krk214eRdur1JD3rq+wqRPJ5PrbMNpKH28z837P+f6+QfTf15/XCv/7Q3ZOXq44rZPxpnllTmSV2DVB8DFlPNjfe3Pg0Emvf9mRgXEfrPfb93BwegXc+c02rFUS82oztnvmBK4WA7Kibn+2bzFNTN266ypt5Hb1onrJ/jyaoHjkh134Z28OnvxZrurvzSxFibLWMfLIUfclA75KtCBKWHekEE/+LAfSv+7M1IyaAqBx5992vBh6yBrhkm6JuP+i9hjZ1VgFpXdqp89X1Ce/qdWDqjXUuF7N8crlPejfXlHCv/tks8Ir+siB+arn5aQSMSb739iuaBRjw1OjOmPSFT0Mj1Mjvrp7oJ8SJBDvKWvKM5FeLeM0Fd9TkT5TQ85TbB2qLXq1jKPnlAbRVrp/A9s11B5jOkw8B6uZx40DWtGg1sRzuLpfS01AT5IA6skBxIj5/ovaU8Naoykc+mkDL4/vhgM55fCKEta9MBKbVSqiUd0Scfvgtvj2HjkW2K3EH3oV7rj3N9B/3z93Z8D3R5IUJDH2+yNDMFyJKQaoEgJnAyxQr+dEWHg0iLbCzHPgOSC9SB6n0bZRFO4a0hbPjO6CufcNwpSremoC2+0vG8sGE+NsNAut/4GoUR/o6uD5gYvaY8vES3BBh0YY3qUJlaARyCiaRGUEBDHWGKVk8OKjLLh7aDssfmoYPrv9PCRNvhRjlEXWnRe0RasGUbhOySpbTLIpxq5XR9O/9TN7q0MweReDwWAw/Dmvzelf9FzdryWeHNWZBijV4bbBbXC5wbzhnx64AC+OC+7WDMjmXFFWE5rGRQQ13VPL4hOiLLCqVAakUi5JxgtfQsNoK3X9NvHQzATmON9I0193ZOKiN9cgs9gXkH6kTEJ56uc91EW9zO5BuwmLIIgSNX/VB/GhsLsFbE4rwsGccr/7th+XPW6CUWJ3Y2PqSbzw+15qSBtjM6NRtJUm+Yl0tWG0v//KoOkrsfRAHpJVU2oAuR88MdZmOBhMP2+euLCT+c6Lk319/oHc0wNBgqJbBrXBpCt8AfX/xmgTSZEWk6YSD8gGdCRI1HjThFh6vHdTP+x4ZTQaRFuxdeIo2t+tn9bQKTEG3ZvHaQwSgxFjM5+yV8WZgNpBfsFjQzE6zERGIB4f2RH92ySc4l7VDv8+OeyU1q5v39iX9scbQRJT6uo4UYKoqXT5q2vUbSrDuzTBQxd3RKsGkXhwmFzRVu/3HUPaymaDoX4MweA46plFDEMtJh7DuzTB+e0a4t2b+gZ79hkLC9TrOb/tzEJGsR2SpDU8ibKaMe3qXprHkuC6a9PYgM6aMTYzzYwt2a81rVHLschrjezahFa8n7qkE14e35064s69b5CfNI5I2do0jNJIkfT0aBGHaJsZCVFWTWViQNsGmK30pltMHLa/MlpjDMQIj3UvjKjrXWAwGIxqURcmQL1bxSN5ytigj5l2dU+NqsBi4qkRGSDL0q/t3xJxEWbYzLJbdDuD8XsRFhPuHiKbkg5qrw3CJMlXzSauyVuPFUGSJI1kFJB72z9fl4YHf5ArTl5BlnsfzClH98nG8vhADHxjpSbQ1/Pp2jTD2wkL9mTjjm+24fddWVTC7RFEw2pzQbn/eDbyunqX8zKHByaeMwwQ9JC59KIEv8/KCH2/rdXM0ypiIDNX/XPU5lr/PnkRPr6tPy7o0Ag8x+HiLk1oseLh4R3QM4QLtsXE09dtppILcxyH5c9eHPL91FceHxmeW3pt0r9Ng1NuN3xhbDd0a3ZujCslgW8wqf+jIzqib6t4tEyIxE8P+FStJJa4dVBrfHHnAACAyytqPv/B7RuC4wBBSeJVN04nY2MjLDyu6N0cgijh9sFtcP2AVtg/dSwGt29EY5fGZ2mswAL1MwRBkugPKdJiQlykf8brh/tlWd2yZy+mI8GOzxxPq+tWM4+EKItfXxf5oY5TBerktb68ayAeHdEJAPDQ8I5+vT9phf5zFAEgMS4irLnjABBtkL37/r5BaN2w9ucMnyvUxDmewWAw6pK6akMK9bp3DWmnkaHfOKCVZkyW2yvivZv74dbBbfD13QPRumFUwCoYqdrH2Mww8Rx+VbWRkQoV8Y95cf4+PPNrEnaeKNFsw+4SMGtJCrYr0m3imv/cb0nhvF0A2tnwhA9u6ed3myRJyCqxY+XBfL/7ADlQJ5DxsSV2j2GA3Tw+Aj1bxOHdG/0rX8VVcuKDyHQBuYpXFmLMq55w+pP1I2HdXhFRVnNQt+oLFY+C166Uq+zqanevlvG4ok8LxdiQw/f3DaIFjYmXdUdirP+YLM0+B6mYdmlaPcOu+sQLY0MrWhjhkTxlzGnZbqsGUZhz7/mwmgIrL14a1w0zr+uD7+49X1N5J+04FhNPlRuNY2war6lfHx6C3a9eSo101XGBXjFiBEn+bXrpEozu0RRvXNML05VJGjE2MyZf2QO3DPKZHd40sGZGgvUZFqjXc35+UL6IS5Kv3/vgtLH0IqBGn/EH5IxsomK80qlJjF9QvHfyGGybOBqLnroIDVS9YKTPymLifT161Zh/aRR8B8Iok3dxlya1Nm/zXIRc+DvX4pxtBoPBOJ3UZ7+QhCgr+raSW71eHNcNn95+HmIjzEibMR4PK3OWm8dHYkDbwDJTAIiLMGPDiyNhM/MQRAndVdXWt5cdBgC89vcBetvCJP+A+o5vtmn+Jq7x+lngegRRQmaxHYIo4SmlH1yNWrXXUQmYJQnYdPQkHvhert7/sPUEvIKI/TqpOuBbVP+5O8vw9UvtHix6ahiuH+C/mC5zyNW5JqqqWIVTG6iTftTL+zRHxybR1KsHAN5SRu+lKdX16wzM0Q5NGwcg8Pio3ZMuNbx9xbMXI1IJUMjkAFJI+FolQxdEqUZGZqwrjxGK2NNkSmw18xjZNRGtG0ZixyujAz6uSawNnZvGGsri1fz9xIW4Tue630Dl3XFemwbY+NJIALLLPiEuwn+7k67oQdt8GsXY0L5xNG4+P/gEgrduOPvk7ywSque0SJCDbAk+xUigTD3HcTg+U3YwNwpyD+aWU9MaQnyUBfFRFvRsEU+fc9+F7dHZwG3TYvJ/3Sax8viaQboemOgwxyiQbahNJxinDsluPlYH0jMGg8E422gYbcXCJ3zjoto3jkbylLHVTi5wHIfWDaPo9TaiFhz1v9pwPKzH7UwvxrC31gSUk5OpKPde2I6aSB3Or9CYrk36az8O5pbjio82+j3/mV+SAABNVfJtddWsWCVvf+9m34J6RNcm2JEuqwaySrRGcStUa5ZZ18uVtPdv7odVz4/ANf1b0jFWREVG5Lh9WvlPOSHBtj5QvyTE2MzOTWMRZZEDCaJWbBRjBcdB0w8tSFK12zduG9zGzx0bAI5Ov6xa22EwTgWO48JSYpLjf8+kSw2TYeEU2IyCfauZRwvd76BlQiQkSZ56cC7DAvV6DskgS5IEr8rULRAkiA+1eFDPniRYzfJzJl/ZA1f3a6GZ+3pRp8aGCYIdr4zGd/cOou6TS56WTT1iDIx0gu0zmffIYDAYjHMTIYxrXF3zynjj8W/VhTjCkwR4yzCugacq6yTV3tu/3up33/ZXRmF45yaYelVPPHdpF9obCvi+FyLN32wwAx2Qg/p2jaI0JnlTr5anvDw9qjP+ULlUX9vf914KVf3xakd3fW83WYMYBQP6/tTxfZpr5rdvf8VnsNsiIVIjwb2yr78ZoZ5IqwltGkYFVRaKNaioz7i2t6EPTzBjQwajrujYJAYpr49Dg2grZt/cDwPaNvAbpRwK0m6rPtuP6JqIK/vKUw/mPzoUPz94AT03/i/MyQVnK+xMUM8hIyKySx3V7tXao5JxzVWNhfnx/sGGFe9+rRtQ112O4zQLhx9VBhLB6N48Di+O6xp2fzqDwWAwGIAcrK7934i63o2gPHhxh1rZDlmEkuAz0GJXrVbr3TIeg9rLf5ORdEbY3V5MX3TQ73bSEkVGql3epzn+evxCfH3XQCTGRoDnOdw9tJ2fzJZI2rtNko3qdut65vWondZJUP3UqM4B52LnqIJzdY96ddQKUbo1TWJsBEyKlH/a1T1pn/iOV0YjIdICSZIw5x55zrQtDFWD1cxj/Ysj6fsRREnr7B7gNgbjbEM9SWDufYPw7OjqjdaMMJv8Rqg9P6YLJo7vjgNTx2JA2wYY0rERawlRYIF6PYdU1I8FMG0LRgOVvGt4lyY4OG0sUl4fh4s6N0brhlEa90ZAviiSsSCnwmMjOrFRaAwGg8GoFhzHoV3j6NAPPAvQu6IHkp2qk+xdm8Xht4flqrQ+MFWz8lABlcOX2t1wuAV8vyUdeWVa13WnW0C/1gkhx1mpx50B8GuhU0OUf4nK+6HjygyCblKdjlQt/O8Y3BZpM8bj8t7NacL/zgtkp/xAq4r9U8fCwvsvZ2NsJnRoHI3WDXzGtE1ibeA4uZo3slsivrl7IIZ2DG1qRSCBelyEhbrzE7o3j8OIrk3C3haDcaYTYzNXW/3B8xzmPzpUcxtpLTEaa3muwwL1eg7JurdtFIUxPZrSC1ZNiLL6ZmrazCbqYlpbJE02NmJhMBgMBoPhQ+2efHDaWHx8q9wTPvEyrVO21czTPmyv4AvuicN6I12/dYMoC44rif2NqSdx5zfb8cGqVExeeACrUrQBtjXISCbCC9WUnXZrFod/n7wI218ZjcVPDQvas/rnY/Ji3aTyv+E5OaifeX1vfHmnbNR2y6DWQV8zxmaGpAhpIy0m6sweH2XFyueGU8dpQusGUbiwo7z+GdW9KRKiAru96yFrsqv7tcAfj2iDjesHtMIrl/cwehqDwQhAxybRhpOsGDLsk6nncByHtBnj8c/eHHRKjEGvlv4GKfWF6lzsGAwGg8E4V+nTKoH+O8pqhmSRA039FBRSid7w4kjNjG1RqVwP7tBQU/G+ul9L5FfIlfOCCifsbi+VrlfpTOTCkZb3b50Q8jGExFgbrGaOrlNIxfnYjPGGjyeP69YsDpnFDix75mI0U6bUqGcxk8l4HAdsmWhsPBsXYcHg9g1xOL+CSvwTY22GPeOX9W6Oy3qH7ks3gqgFOY6jvj4MBqPmrHp+hOHtjaJlp/dznTqtqE+fPh1Dhw5FVFQUEhISQj7e4/HgpZdeQu/evREdHY0WLVrgrrvuQk6O//iSswkTz+Ga/i3rdZDOqJ9I9d+bicFgMM5JPr39PPpvEgDeHkA1p3aKB3wV+U9vH0Bv++3hIThRVIV52zIAyPJ6CXLPOgDovfpeu7Jn6J3kZPOn8b0D98QT7r2wPYZ29FfqhTJYe3SEPJ2ka7NYxEf5+9uo54wbjaYF5Fa/Xx8egmXPXIybz5cr8B/f1j/kPtcEvYqBwWBUH7VCyIi+rROwpp57lvwX1GlF3e1248Ybb8SQIUPwzTffhHy83W7H7t27MWnSJPTt2xclJSV45plncNVVV2Hnzp3/wR4zGAwGg8FgnDrjdVXdt67vQ4Nxi4mjxnF6Pry1P6wmHr/v8s0rPzZjPHiew01fFNLbJv6ZLN+nSOFXHMzHuzf2xfO/78XrV/cMOY7puUu7oHNiLHiOo8Zs/VonICmzlD6mb6t4zdi6miBJCGgiuPPV0TQw5gJ2qftoGudTHYRjElcTdgWYt85gMMKnf5sGmH5tr7rejXpPnQbqU6dOBQB89913YT0+Pj4eK1as0Nz20UcfYdCgQcjIyECbNm1qexcZjDMa5unHYDAYZwY3KZXgYzPGw+ERAhorXdW3BY7kV9C/zTznV7Wee98g3P3tdr/nNoqxYtZ1vWnVORhPjeoMADBxHMjmv7prIM6fvhKLnxqG8R9uwI0DQ28n6Gtc0gntGkUZjigDfGPXXhrXzXA2OoPBODPp2iwWXZsZT4Jg+Djje9TLysrAcVxQ6bzL5YLL5ZvTWV5e/h/sGYNR9/AsUmcwGIwzCp7nQrofq3vZjxr0gA/UjT8iRFhMuGVQ9YoaPM/RWerEgI6MUbvjFAxuAeC5MeGZ1RF5PIPBYJxLnNGu706nExMmTMBtt92GuLi4gI+bOXMm4uPj6X+tW59aBpjBOFNggTqDwWCcfQQ6t29/eRSev7RLwEBfPQM5XH68fzCuP68VAJ/rud70jsFgMBi1T62faadMmQKO44L+Vxv95B6PB7fccgtEUcSnn34a9LETJ05EWVkZ/S8zM/OUX5/BOBMIx9WXwWAwGGcWLRMisf6FkX63J8ZF4ElFsn5t/5Z+99ckwO7dKp72s0dZzdg96VJqfsdgMBiM00etS9+feOIJ3HLLLUEf065du1N6DY/Hg5tuugnHjx/H6tWrg1bTAcBms8FmC26awmCcjbCKOoPBYJx98DyHNo2igj5m4mXdsGBPtua2mlTUAaB78zgsf/ZiAEBDxdzt6PTLarQtBoPBYIRHrQfqjRs3RuPG/uM5agsSpKempmLNmjVo1KjRaXstBuNMh1XUGQwG49wkMS4CWyZegiEzV9PbBP2MtjAx8Ry6NNUaP5lNTP7OYDAYp5M6PctmZGQgKSkJGRkZEAQBSUlJSEpKQmVlJX1Mt27dsGDBAgCA1+vFDTfcgJ07d+Knn36CIAjIy8tDXl4e3G53Xb0NBqNe0rdVPJqpRtUwGAwG49yieXwk0mddjvRZlwMAOiomcAwGg8Go/9Sp6/vkyZMxd+5c+nf//v0BAGvWrMGIESMAAIcPH0ZZWRkAICsrC3///TcAoF+/fpptqZ/DYDBwyrNtGQwGg3H28O09A1lvOYPBYJxBcJIk1UwHdQZTXl6O+Ph4lJWVhexvZzAYDAaDwWAwGAwG41SpThx6xs9RrwkkN8HmqTMYDAaDwWAwGAwG47+AxJ/h1MrPyUC9oqICANg8dQaDwWAwGAwGg8Fg/KdUVFQgPj4+6GPOSem7KIrIyclBbGxsve/XKi8vR+vWrZGZmclk+oyzHna8M84V2LHOOJdgxzvjXIId74xgSJKEiooKtGjRAjwf3Nf9nKyo8zyPVq1a1fVuVIu4uDj2Y2ecM7DjnXGuwI51xrkEO94Z5xLseGcEIlQlncCGYDIYDAaDwWAwGAwGg1GPYIE6g8FgMBgMBoPBYDAY9QgWqNdzbDYbXnvtNdhstrreFQbjtMOOd8a5AjvWGecS7HhnnEuw451RW5yTZnIMBoPBYDAYDAaDwWDUV1hFncFgMBgMBoPBYDAYjHoEC9QZDAaDwWAwGAwGg8GoR7BAncFgMBgMBoPBYDAYjHoEC9QZDAaDwWAwGAwGg8GoR7BAncFgMBgMBoPBYDAYjHoEC9TrMZ9++inat2+PiIgIDBgwABs2bKjrXWIwgjJz5kycf/75iI2NRWJiIq655hocPnxY8xhJkjBlyhS0aNECkZGRGDFiBA4cOKB5jMvlwpNPPonGjRsjOjoaV111FbKysjSPKSkpwZ133on4+HjEx8fjzjvvRGlp6el+iwyGITNnzgTHcXjmmWfobexYZ5xtZGdn44477kCjRo0QFRWFfv36YdeuXfR+dswzzga8Xi9effVVtG/fHpGRkejQoQOmTZsGURTpY9ixzvgvOCfHs4miiJycHMTGxoLjuLreHUPmz5+Phx56CLNnz8YFF1yAb7/9Ft9//z22b9+O1q1b1/XuMRiGXHfddbj++utx3nnnwev1Ytq0aTh48CC2b9+O6OhoAMB7772Hd955B5999hk6deqEt99+G5s2bcKuXbsQGxsLAHj22WexZMkSfPbZZ2jYsCFeeeUVlJSUYP369TCZTACA66+/HtnZ2fjwww8BAE899RTatGmD3377rW7ePOOcZdeuXbjnnnsQGxuLYcOG4c033wTAjnXG2UVJSQmGDRuGYcOG4f7770eTJk1w/PhxtGnTBh06dADAjnnG2cHbb7+NTz75BF988QW6deuGPXv24LHHHsOkSZPw6KOPAmDHOqPmSJKEiooKtGjRAjwfvGZ+TgbqWVlZLNhlMBgMBoPBYDAYDMZ/TmZmJlq1ahX0Meb/aF/qFSTTlZmZibi4uDreGwaDwWAwGAwGg8FgnO2Ul5ejdevWNB4NxjkZqBO5e1xcHAvUGQwGg8FgnPVkFtvRumFUXe+GISsP5mN0j6Z1vRsMBoPxnxFO+zUzk2MwGAwGg8E4y3nt7wPwCmLoB9YBD3y/s653gcFgMOoddR6or1+/HldeeSVatGgBjuPw119/hf3cTZs2wWw2o1+/fqdt/xgMBoPBYDDqK//szcHRgoqQj3N7RXjF+mVLZHd763oXGAwGo95S54F6VVUV+vbti48//rhazysrK8Ndd92FUaNGnaY9YzAYDAaDwajfvLwgGasOFfjd7vIKmr/dXhEub+1U1EfPXgexFoL+HpOXITmrrBb2iMFgMM4+6rxH/bLLLsNll11W7ec9/PDDuO2222AymUJW4V0uF1wuF/27vLy82q/HYDAYDAaDUd8QRAkm3r/XseurS5E+63L6t0sQ4amB9D05qwzNEyLQOMZGbztaUImiKjeaxNqCPDM8WFWdwWAwjKnzinpNmDNnDtLS0vDaa6+F9fiZM2ciPj6e/sdGszEYDAaDwahPbD1WhOxSR8jH5ZQ6NNVyQZRgVgXqDrfvvrTCSvpvt7dmgfptX2/F7zuz4PToKvS11O8unHtTghkMBiMszrhAPTU1FRMmTMBPP/0Eszk8QcDEiRNRVlZG/8vMzDzNe1n7bEgtxK1fbq3r3WAwGAwGg3EaeOyn3ViYlI0n5u32u+/ffTnILZOD+IvfWoO/k3LoffqKevfJS+m/R727jv7b7RXg8VY/KJYk4M2lKeg2aSn2ZZXS2z21JKMX66e/3X/C5IX78euOjLreDQaDUU85owJ1QRBw2223YerUqejSpUvYz7PZbHQU25k6ki2z2IEtx4rqejcYDAaDwWDUAj1UATUAcJCD4n/35aLM7sG9c7bT+/ZmlqKwQm7h86oCc0GU4BUl8DwHp0egFXO3Koj2CiLaTVgEtyDCLYgQlN5ySZLC6jP3qiLpCqcX495fT/9d6Tp12brnHI7Utx0rxuG8ytAPZDAY5yRnVKBeUVGBnTt34oknnoDZbIbZbMa0adOwd+9emM1mrF69uq538bQhSsY9aAwGg8FgMM487G6tlJzjgPxyJwDA4RGw5nAhvc/hETSO7VYzjys/2oiOLy8GAJh5Do/9tBszFh8CAFQ4PZrnAnLwnlFchY4vL4YkSfhi/TE882tS0H3cdaIYTo8vkK50eZGSJzvMX/nxRvR6bVlY73VfVik2p500vC9UZV6SJCxJzg3rdf4LUvNDO+yHi6T8H4PBYBhxRgXqcXFxSE5ORlJSEv3vkUceQdeuXZGUlITBgwfX9S6eNiRJQm3F6bd8uaV2NsRgMBgMBqPWSM6WHdC9uiqz3S3AK/gCunKHlz4WAGxmE4qr3JizKR0AkFPqpPepA/X7vpPnlZ8osiOz2I6/9+bg6V/2aF5LFOVKuyRJuP4z7Xph6f68Gr2vuZtP4L0VRwzvK65y+92WWWzH/F1ZAGQFwaM/+bcDhIvTIyC/3InCCheqakEBcOl76095G6cLt1cMO3nCYFSXZQfycNXHG2tte5Ik4bWF+2tte2cjdR6oV1ZW0qAbAI4fP46kpCRkZMg9OxMnTsRdd90FAOB5Hr169dL8l5iYiIiICPTq1QvR0dF19TZOK2PfWw9RAjiudiL1rceKa2U7DAaDwWAwTg2JmqlxIP9UB+WAHGyqg/cSuza4lSBBvUQ4XlQFALiwUyM43f5y+BHvrMVP2+R11kJVvzsATP3nACYt3A+P4F/pXbAnO+T7OVnp8rtNggQO/msYi4lDsfJeZi8/TCvnW48V4fnf9wJAwJFyn6w5qvrsAjN/dxZGvbsOd327HR+uTg35+HD4eXuGoZdAdSGfSV6ZM8Qjw8MtiLXSjnA6COe7Ypwe8sqctfL5F1W6NQnCU8XlFTF3y4la297ZSJ0H6jt37kT//v3Rv39/AMBzzz2H/v37Y/LkyQCA3NxcGrSfizg9Ag7nV0AQa6+izmAwGAwGo2Y4PQK8teR4DgDtJy5GpcurCXD1wanDLdDecquJR4muCv3sr3uxJ6OU/l1c6cJNA1sh0mLCuysOAwjfpb3E7kFaYSX6TK1+ZbbM4cHAN1aG/XiLiceX648BAH7flYV92WUQdeZ4Lp3bPOHtZYdRoQSlRZUuJGeVYc6m41h/pFDzuFcW7EelywuH24tTVZmTnv5jhZU4mHvqo36J7P2FP/ae8rYA1OpxWdt0eHkxG8VXR1wwcxVtWakpdrcXJh6ozXyLvv2H4U+dB+ojRoyAJEl+/3333XcAgO+++w5r164N+PwpU6bQavzZCMkoi5IEvpoV9Ul/1Z6c5Pst6X6jWQBozG4YDAaDwTjb+XHrCexIL6mVbZEq1+ajJzV/V7o8msc5PAKWHcjD+A82wGbmaRXaiPdv7ofXFx2CxSQv8UjF3KhCrmdnejEkADzHaXrTg3EwpxwFFXJFWFD10V/50UZIkoSbPt8iB8ic/8x0M8/R0XIeQcS2Y0UYOmu1NlAP0sNO+tvn787CbV9txfdbTuDB73caPraoyo1GMVaIogRBlPDYT7vCen+a11NUDV7dSLxTxUj+XxPC+Y7rCkmSWzYYdcOpKC3SCivRY/KyaschoSBtOe0mLKrXSaa6pM4DdUZw8hU51K87MquVeZIkCT9srT05yeSFB6jJjRq12Q2DwWAwGGc7VS7BMHEdLqWqIPtEkR0AsP243JJGglLSG+5wCzhRVAWHW0BWiQMpeeWwWXiU2j0IBMfJAbMoycHReW0S0KN56Gk3DreAGz7fAlGSQkqxh3VuTP99z5ztmLctA5nFdo28Pjm7DB5BwvZ0+b2JooQek31V+n/35aDc6UWbhlEAZGm+3S0gr9xJq3btJiwKGsSSwNQrSrCYeQxo2wA9Wxi/V0mSExDfbjqOe+Zsx+Lk6vfbk5YEr2BcPKlpsKFXSBhRanejyKCtQPP69dxB38OCsTrjVCrh5DdY64G6Kq5xnMI59WyGBer1HHJSSy2ohMUU/g+EZLWdHgEur4Byp/aiXuXyYu7m9Grti1F/GYPBYDAY5xIurxC0yhuMCqcH/aatoH9/sT5NrpBXudGhcbTfYvWffTkY/vZaODxycsDM87CZTVidUhDwNUZ3b6r8S4LZxCE2woKYCHPQ/SpzeOic9uJKt2FhoEmsjf67cYzv3wXK2Lhhb61BVold8xyyhpHgvxB/Yp5sYkc+S68owWaWl6WpBT6Z7tECeXxZnynL/ALhVxXloMcr0eq8uqi8ODkXQzs2wriezSBKEjiOQ4ndjXSlh1/P0v252Jnu8/FxegTqoO9QGfq5vSLdV8KWtCJ0emWJ4XZDUe70hgxip/17kH5mgfB4629FHQi//eJsoz74BoiSzySyupD9J3H6qSQq1ai3ow7anR4BP2xJD2sbcoKv7j/f0wUL1Os5JFt8y/mtw8qIE8gYl26TluLpn5Nw0+db4PQIyFCy9zmlDrz294Fq7cuspYfww9YThkYxjPrHl+vTkH7SeDHCYDAYjJrh9Ig1DjhIUKqeX944xgZBktCzZbxmsap+nMMjJwfcgojsUkfQ14i2mdGhsWyuG2kxwekR4PaKiLAEXvL1nbocFU55sbvteBHyDBR03VVrkClX9UTTOF+wbjS/XX27V5Q0gbr6/bu8IqxmHi6viL1ZslHVJ2vS6P3bjhcBkINZr27u+8pD+fR1LCYeHMdBFCV5brxXxGM/7YbZxIPj5GqgJEkw8TwNuE8UVeGDlbLB3OLkXMxecQRzt5xAQYUTVS4vPlqdinvm7JDf/+SlOJAr759bkPdZDZH/B4M42etxeARUubzILLYb3g8AFp6H3SBAcnkFPDBXlvuHO5M+Nb+CJkD+SworXBj17tqQj3N5BUz8M/n079B/RF058UuSRL9nUZJwy1db8euOzGpvh7SYkEC926Sl+GBlaljHfNDtqs6j/+7zjWAsc3gwaWF4McrHqt/o2QgL1Os55CAWRAl8Nfqh1Ad/mcODErsbv+/KwsVvrwEQvoN8l1d92eHFyXmY9Nd+HMjRGqgsO5CHbzceD3vf/mvcXhHXfbop4P2FFa5a6w+rT8xYnEIXOAwGg8GoHZxewdDgbOn+PLz0xz76d7sJi/yqV6SCtD7V1zZGpOyxEWa/StUEJVhxuAUcDyPxSoLpmAgzJAmIsJjg9Ipwe0XE2IJX1UnVTBcL017saKuJ3hZpMWn60YkUv9yprWyRbf6zN4eORrvsgw3ooMx/B+TPxGbmNdtT8/N2X2Ax9Z+DWLo/D6uUAJ3gEUWYTRx4Tg5IAOD3XfLziLmc2cTBI0gos7vpax3Jr8R7K4/A7vbisZ9240h+JRxuL+76Zjs+Wn0U5Q6vJnlC1goOt0AD9d0Zsl8BURm8vSxFk4gA5N78SpeX+g6R9y1KoD3zn61Lw7C35DXapqP+M+d5Hob6ZadbpAkL/bSAQEz79yDeXX44rMdWl7eXpQSs2pY5PEgrrPL7fPQ43SJ+3p6B77ekV6uNc9WhfFz+4QaU2T0ocwRuDzFCqGG1ORR12Xvt8AgYPXsdAPn9HT9ZhcKK4MU2l1c+3p0en4ElSZCpj6/3Vh7B52uPod2ERTXeP3Xi7XcliTXu/fU4ku9T1FwdYhxchcuLsiCtQGc6LFCv51zQoREA+Qdm4cP/utQXPLOJgyhpzeXC7RNye0UkZZZqbtOfYDcdPYnfdlY/Q/dfUWJ3Y7fKDVfPG4sO4vnfkv6z/WEwGAxG/UAUJRQYVI+D4fQIhhX1owUVWJWiDSBJBf2Or7chrbASKw7K929IJYEYhwizCWUOD2Js5oAGbg63ELQvnbDk6WHKVmUiLCY43fL+hgrUA22/WXwEAODVK3qgQxO5Um9Rgl5CqlK107fZqSW/VS45ADikc0t3eUVEWEwwYnD7hpq/f96egUd+3IX75/oM41YdyofDLdDkgVkx0dtx3CdhlyQ54bDiYJ5SMZeDlUjldfPLXfR9lTk8sJl5lDnccu+7iaNj444XysmSKrcXm44WoczhwXWfbkZaYSXt3/1kTRpVDxRVuiBJEl7/9yCe+tknW9+RXoxuk5ZClCR6jHyxTna/f/LnPbj9620AtFV6SQJgUGRRH4vhru1EqXrFn+rwyZq0gEEySXpUOL2Yvugg1hw2buEgyoCNqSf9kjJG9JmyDG6viPvn7sSBnHI8/3sSXllQvYr85R9uwKLk3FoP1slxXxeo34pHEJVEVvDndH11KQDgmk824dcdmRj+9hqfYkYQNYdg4SkqbD0qBc4FHRrigbk7kJJXgfQin7KEqGwCIUnA4fwKPzXP2QIL1Os5Jp5Dm4ZR8OjGlRDeXX7YrycM8Hf+1MvpSNZeUnpWgvHrDv/xeFWqi6/FxPvJ0U4FWapzamMk1IS6cHkEsVb3vz5w4azVAJivAIPBOHc4frIKX284Vq3n7DxRgkEzVoX12MEz5LFjLo9IF4UzFh+iwTfHcX6LYHJt2Xj0JP7cnYWp/xwEAHyjqNC6NYtFhIVHid2NGJs5oKQ+kNGSuldcAyfPZLeaebgFES6vgChr8ED9/ZVHMKBtA+17bt8Qz13aBQDQMiESy5+5mL5X9bWV9IgWVcoVZ1JFHPf+BvoYoz7d89okwOURAlb5GkZbAQAjuzYJuN/3z92JedsyEB9pgVsQsVcpLvylmg/vFWXzN33Sftq/sryWmOU2jLZiR3oJom1mlDu9+Hl7Bortbjz6kzwznRjjkTUUaS9LP1mlMXIja6QBb6ykxQ61Edy9RKor+ff7/rNX3u89GSUYNH0VTla6MH9XFg7mloPngFlLUrBWFeCSCqj6fYSCAxfWqLpvNh7Hq39VX4IeqCebeB+U2N1YeiAP244VGz6OVG4jrSa/9asR5U4vVVAACHtigZqUvArYXQL+9/s+zNuWUWt92CeKq9+CeELxUFD/xpYfyKu2SkC9tnV75d+AGGYiIrvUgSqXFyeK7DSm8HhFWE2+0DEctcDqlHyNavXXHRkotbtRUO7UJGrmbErHykPy32WK4aY6+JYkyXA9TxJd572+wu++swEWqNdzyh0eZBTbUe7wwGxgJvfR6qOa2akE9QXDK0h+J01yEvt49VE89Yu/OYkkSdRYRi+l2px2Ej1fW0YDfJ7TnkzCOakGwytKGD17vd/toiLbqS6BxpWIooRSu9uvDeCmL7ZU+zXqG6F6GBkMRmhGvL3mtP6WSu3us7YKUBfsOlGCNxYdqtZzAlXPCitcmu/mWGEl8stdaDdhEVxeARVOL15ekIyFSdnYkia3GBktgl//5yDtH9bTvXkcyhwe7M4oxYkiu1/Fe8qVPQDIleBAFWdrAJNZDvKMbrdXhJnn4PJoe9TfuKaX33NSCypRonKk790yHg2jrZoigdnE49iM8QBA3doBOQAz8xwylKAkV+Ua3yDKYriPAPD5HQOCuj0nRMmBeii3aa8oITbCHGQ8mWQYeB3Jl5UAZIRdtNWMlgmRiLSYsEjpmVW/NkmMkHXX/xQp+/1zd2qCogqXF8/+mgRA/mw4joNbtW+JSn+/uqKeGKtNulz76WYAciD/+qKD2JdVhkiLCZ+vS0Oyqso4b5tcTFl2II8G+aGQjfVCPy4ltxyHcoMXTqpcXvy0TStPDxTkkoQO8UMItA9kTRlhlls39GZhh3LL/cYDz1ycQv/tFcUajc+zmnmcKKrC/N1Z6DZpabWfb0R1jSedHgHD314Lp0dAZ5U54UM/7MKTP/uv14OhVtfKFXUufMWA5Pt+SEBe5vBqvBkqXV5N4D554X7sydCOrrzvu53YoTJofGl+MnZnyAnSrzYc17TUEIi6R10UXJych7Hv+ccGpA2pPhj2nQ5YoF7PqVAOvOIqN8w8hzK7BzMWH9KMTjE6CaglbOpsa59W8QDkHjsAOFnpokYTXkHE0YJKbDtWhK82HMOQmXJVVi9lK1IyYyTzL0naYL775KU4nFfhZ4rytEFCAJBPSi+o+rb0iQFBlOAVRGSW2DHynbWG2whGoIr6ouRcDHtrDThAs7jaftw4w1tTAvXdMWScHkEzruhM4Kv1xzS/K8bZSXqR/bQem1d9vAnfh+lsey5Qanfjio82hH6g7jnElbsmklUi/03OKsNNn2/BD1tPYH92GS56czX+3ScHPS6vgEveXUef4/SIKK5yY962DAiihG83ydVxnvNvDUstqMDWY3IgT65td17QFoPbN4TVzGP2iiOIUxzZ1cH4Zb2aYXjXRADyYtlItm7iOU1RdOero+m/P76tP14Y2w0exfTMI4iwmX3bv+OCtpptdVQk7Vf3bUlvM5s48DznF3SRz2zRU8PQXJHF210C4iItOKlU1EmvNQCUqNYjnRNjNNuymU3wCBIGtdNK3AnkszFSvd0ztB1G6CrtngBBkdMjBpT8XtarGZrEyAkBYmwXoQoeLumWSP+9YE+2Zn/MqiDlXpWhVUG5C7tOyAELWSu5VdeMW89vg1ibGTzHoUqR7XdtFmu4fyPfWUuPnY5N5M9PHeBuVPrZH/5hFzanFdFAateJEqTmGwfZomQ8Xk6PWxBDThw6UWTHKwv2a24LNE7Y4RYQbTWh0uVFZrEDn631mQaqjYrJus1m4eHyCOgxeZmmmpxX5vQbD0yKWfGRFgiibBpYXZ75NQk8J3sd1Bbh+gYQSMBptLYnfgthv7aqaOdRZOvhLklFSaLHrkeUpyq8t/KIJjAvtXvgFkQUVrhQUO7EvG0ZGh8roiYhxyRJMD33m2/NT+5TB+zknFGlJGg8gogyhwfHDaY1NFBUN4DcGnO2wQL1es7tg9vgwWHtYXd7wXMc+k5bji/XH9M4shoFopd94FvsqM1dSLaZZKBMvM/AZU9mKUbPXocft2Xg243p9Dn6eap/7pYvVOrKuUcQIUkS/VGWOTyaCzUgZ6z1QWvPyUtR5fJSEwnAf3zHdZ9uwhPz9tAMbHUJVLHKK5NntXKKRPB00fHlxafFoORs4ePVR3HrV9vqejeqxfTFh1BQzqYfnAucrp/uoOkrYXd7azzm62yk3OHF/uzygPeLoqRJHBdVuvD4vN1UTl4TyII8u9SB7enFeGtpCjYdPQmXV6RBmH6h7fT4Rp6SgCT9ZJXhIlgdDJHKcXykBduOFyNSqXA3Viqp6nFfI7o2QawqgI81GK/2w/2DcM/QdvRvtQy+VYMoNIm1Ib2oCgdyyiEBhu1zBGJCpw6WzDwHE8fBZjahm0EQaeI5bJk4CjtfHY28cicsJg5VLi/aNYryeyzh4eEdAYDK6W3KZxBs3wBgnUGAEh9p8TsPB5ojvvHoSQxq3xADddJ+QE6CVCnfo8srBzOLVA7UZM1DaKEkJwCgX+t4w9e79autmmCag29t8/2WdPy5JxtWMy8nQtwCIq0muALItT2CRN8X+ZzUSkD1J9cw2gqL8php/x6kLRZ3fqO9xoqSHIgdKwzu/L7tWHFIbwNS6Cize2jlNZCy0uEREGk1a9at3ScthdMjYOAbK+ltZK0aYTHRc6R6mxaTf/hCKug8JydSwq2orzXokyev/9xvSafkbD590UEs2Z8b+oGa1xY1/wsAU1RTmsJZT+aUOrAwKduvop5V4oBg8PyCCieeURXTvIKc2CKmhm6vSD9ztbq3xO5G+8bRWHkoH4NnroLZxGnk8Nd8Ihs5l9k9mvOmupjoC8p93y9RhpCkxTcbj4PjfNdjjyDS11EnEkly9WyCBer1nBFdE2Ezm+D0aA0c/tydhR3pxYqhi1rmLvr1rKt/EOSAJtL3bzcdh1eUsDO9mN4nSpLmhxzIyGFTmvwDliD/aNKL7PRHqe6Bd3oEWmXIKLaj9xTfmIoqt4B9qu17BZGejH/Yko47vt6GvVllWHogj76PggpntRweA1XUHR4BUVaTLBHUnbeMToQ1cbZcsEdOQJxtPfC1iUcQa60X7L+kJhX1/yJhY3d7WWKoFiHnj23HigJWp2pCQYWLjpKqz+TUozaaVSkFOF+1mB/wxko43AL+2JUFryDWKKlCAmniMqxPCGcU2f2uIU6vgHKlukfO7SPeWYv8chdExWOFnB94nqOLze+3yPLgBEUKTnrGSYWKBK0f3dof15/XCnERFvRpFY/GMTbERvjk42Seea+W8WgaJweNgXq4v7prIDZNuARigMkxj42QA2dSzb+sdzN6HwcOJp7D1f1a4N8nLzLcPuBLEHgECVUub0CZPgAMatcQ/z55EX1d8t5NPIdYg4DQqLWP0LJBJA6qjOnI9//UqM7y/QmR+Oz28+j9PCd/9oN0BnVRVhNS8uTtVLm8OFaordqRSu6lPeT59OqfrNqRXg/9tJXHk0B88sIDOJRbDouJl9sSBBERZj7oNYUki8g68MNVqXRNcsPA1vRxcREWmmAycb5CxYbUk9h89CQNbiRJwu4TJRqliBFWM49WDaLoWua7TccDqoBGzV5HkxpGY+QAObEVYeE1FXeHR/Ab++tR7Sf5HNXSZnVi53HFP4C8VxPPVWtS0j1zdmjOwx5RpEqVP3dnI/1k4JF5oViyP48qKwBg14liPPrjLry/8kjA55DvWp0gXJjkSxYdO1kFSZLQRSWL17MlrQhP/5JEt2Ex+VovREnCbzszsSbFl6DIK3NqPB1cXhESJPqbcnoEGqCTj8qkqHybx0eguMoNSZJHCHpF2ftK/Z0+82sS3lyaEjAhp0+gkaQW8bgornJrElLP/7YXzypV+Z+2+arom46efZOOWKB+BhBhkU/gatnP91tOYNG+XPAch5OVbpTa3Vi6Pw8PfL8TF72prWSrfyzkRPaM0jsFyKYVN3y+hZ44vYIY1ICNLDIWKCfkSqcXJXaPRpZOAq+kzFJ0n7yU/uhu+mILKpxe3PrlVmoeo+47f3vZYTz5s3zSXX4wn0q62jSMwh1KRviBuTvxTjXGigQKkiWl/+bvvTmQdK4qNZ2Rq+fZX+UTSbhOrDVBkqQ6Hf9xNuL0CCFHwtTErKbTK0s0F+3TQY/Jy/wmNTBqDvmep/17EN9tTq/VbYfjwBuKL9enndY++qGzVtdqIu1YYSV+CLDQN6r0aO4XRT8FAnFU7vTKErw4f5/R0zSLXDVrUgqwXDGCm73Ct3BuoPRFP/XzHlz89hq/kaQuj0gTx+qqndsrQpRkj5U5m9IBAE0MzN6IizpxHCdvm1SsGkVbYTbxsJp5/P3ERXB6BM3M8p8eGCw/nudp4Dbn3kGG7zFK6bmWJJ96YNvLo+j9DwzrAMBXzR/QtgG+vWcgAKBFQgSax0eA4ziNxDsQXkGUZdy6ntMNL46k/7aYOfRqGQ+ziUf6rMtpMBUoqLqyb/OArxdlNYHnfNV58ln0aSlXuT2Cz01+dPemEEQJKw8V+LW3RdvMdIGv75dvmRBJ/02SCtWVRacWVOCnbRnUaZ5gMcuJEJdHgM1iCnpNIesYElCqfwccfIGryyvAYuLoyLc/92TTSvVtX29DbpkT32w8jh3pJSHH9K48mI+EKAtcXpGuZdannsTkhQc0lXhSUa90eahU2ekWcOls/yQAcecnrZHEN6GkSlt8Ie/X6RFpgBgoUF+kOPKTdRvPcYr0Pejb0zD6Pd++8hynUWIG8y0qtbuxOe0kHvtpl+b26z/bjNUp+TDxvm21m7AImcUOLNmfh/dXpmoeX+ny4rcdmbLBs/J57lb1eqtl/KPeXYeVhwqCrlPJw0lF3czztC1EECT8tPUEVhi46ZMkv8srJz5JEs7u9tLzE1m7C6KECpcXsRFmamJY4fLCI0jYnFakUUgAwKpDBYaJ3xsGtMITl3QK+F4A+bhRH64FFU78szcHL/2xDxd3aaJRE/25O8tgC2cuLFA/A7CZZUnUjnTtAj+tsBIur4g/dmai37QVeGn+PqzV9+zorihGASNZKB5UFiPLDuQH7akhC5RVSjbuV4PRbCTov/bTzZAk0IUO+YFvOVaEKf/IUh71Cbe4yk3HMpC+PkCuxBNcqhO3moe+9zfsKar0GQLllDo0WVN1cK5fH1bXWZOgVg+oF7ce7+mrmq09XBg0K17h9MnRnvs1qdo9TmcSHkE8pZmeAPDg9ztRUO7SjDM0IlAPXjAEnXT3dBGuqysjNMTPw2rmT8n4LbPYTk3HyGKoOg68gZixOAU704tDP/AUqE15fnJ2GSYtlM/9aw4X0MRVuwmL6Ofr9AiGVTuyUHR6fIlrTwCp8/GTVfhindz/+vQvSZr7BFFCTqkDP2/PwG875OvXM6M702BYH7+QUVmE9KIqlCqvr5arC5KvAkWup0b9vYmxcqBO5ORNlcDdpLywPih2eAQ0i/PJraOUQNhi4tCzRRwmXNbN8DNQI0oS4iIssJp5WoUH5OvvgLYN8LRShbaaeFzSTa4cz76pH/43pmvIbROsZhOqXF6agCC0bhiFTkpvupFkGVCCX+WjOvzGOHo7GVFL6Nc6QfUc2WU/WqnErzxUgJWHCmhwXlDhov2vMTaT4ZisZnERtO/biF8fvoD+m3yX4SQtAN/aaobK5OzWQb7qt9XEy4GcIMKmq6hf3MVYIWFUePCo+shdXtmLwCOKNPBXF2uGvbUGX62XJyOoj3OXV6BqxsxiOzq9vBgPfL8TVS4vXcs8/MNOrFbWfZe8uw7rjxSizOHRyKvJJh0eAakFlcgvd2rOm3aPnMgh/ksXdWoMwLfm+nTtUezJKKFr1SqXlwaplU51oO7/2ZDzFA3Uw3HLU1CrKKwmHg6ded249/1NzACg37QVyC11YnFyHr1tzqbj2HWiBE6PiBNFdk1AXWLgeTJ7xRGk5lfgxfn70H7iYpoYWLJf3uZLf+zzUxwYTbfILnVori2AyktBOc4A+ZrmVT6fji8vBuCLDdQO6i6vSBNX/+zN9YsnyNo9xmZBTqmTHoO5ZQ6/4hcgr+OJx4OaS3s0RS8lubbuhRH0drXCJr/cqWlzcSjH9q87M2E1aQ3yzrZ2MhaonwFEWHi6WFSzIfUk+rVOwEWd5RNdlYHjoShJ1Jl1/qNDNX07+h/dB6t8Gb5Q7omX9WqGbs1i8YjSb6aG53wmeISPV6f6PY70gJET0N3fbofZxMOpXCwizMbyOY/gGw9xoqiKBsakMqJGPRpl6KzV2JdtLOOXIH9+pA/uhd/31SigHfXuOszfnYXnfkvSuHO6hNMn7XZ4BE0iQ8/o2evwp3JyXJScWyPnfADo9PJiv4vFqVBm98itEjUwbRFEyc+skNx+qqw4mB+WG+6sJdVzl1ZztKDytMrT6yJOL6hw4u5vt4d+4BmGxyuiy6tLYDIYvVUd5u/OooaaZAFdLQfeIIRjClVd2k1YRN17yUL95+0Zp/Qbe+SHXTSABWR/il9U5j9EsZBVYsfkhQfwwu97NeOmSID05fpjuJa0WRkkzGYsPoS9maWYucQXIKmTtMsP5GHorNUQRIlWFTko48xMfEgFgUeQqAmrKAEvjZMDZbX8/m+lx9IooUdUaW0aRSFtxnh8fZdcwSZVMH0i2uEWqGHSgalj0aqBfE038Rw6JRpfh/WIEtC3dQIOTB2rud3Ec5j/6FAkxkVg1fPD6edxRZ/m4HmuWrO24yLMsgu02X9pufK54fLrBThWTZw8TPTYjPGwmU3YO3kMANDq/M0DW6NlQiR+ffgCmgjgOQ69WsahdYNIzbYu7NQIYxSZOtkXuddZ+128dX0f2N1emE0chnVubNiHb1ZVMs0GPbopr4/D8Znj6Rg5NUZJOOJiD8hJC1JxlQN1X4BBnPL1/eHk99c0zkaPo6n/HNQksaKsskHf4QCtOsTjSH3emLUkBY/9tAsrDuZj2FtraIBnd/sC+GUHtGusu77djoM55bSfW5RkZYSJ5+hxP3SWz5SR5wCH24sIswmVTi+eGNmJjuMiU4a+3nAc1366mQaO5U4vDQDJunTN4QJklciPP5zne4/k4zbxnN+cePWaoczu8XMmB9SJGE7TLw3Io9sCoT/eiWcG+QzVBodGfhofrkqlDv8AkF9OKtby84x63I2KSRfOWk3X3uS7verjjQDk4NzpEdC7ZTwcblFuDeDkz+XNpSl4ab48gk/fOkuSIxnFdj9FyNCOchItPtKCErubHgffbzmBO78xXgtsSD2p+fuFsV1xafem9PhVG152IAaX/Vpg+cF8vKuonj5YmeoX7wiShBsHtAIAjdnd2cDZ9W7OUogrKsf5XNsJVjNPM0tGF0dR8mW9TDwHq4mn2fjWDaM0pijBeHBYe83f8ZEW2N0CWuoukM3iIhBtNfv9iPTunGqIS+y6I4UQRYn2NhktEC7plkhdWdtNWIThb6/FkFmrgjq1qxdd13yySdWj5ZszLkkS9mWV0UCjsMKFu2oQdGSXOlBQ4cKfu7OxX5UU0I+MkSQJ3SYF7i+qDqHWUfnlLoiiBEmSFDlYzRb1XlE65dF7ak5WuWgSpbrJg90ZJX5mhUDtOewbHXtFlS443AJdQBiJTgLNAlaTV+bE6NnraiSdV7Pp6Ek8r3JOVVMXngiVTq+h4dOZxII9WZpZx4C8UHUrBlPyeaKULiqrg5n3Vc+JOVF1HHiDUdPfdChIApCcQyf+mWyYrJMkiTqvB2PpgTykq1x7OUBjJEoce8ks7t93ZeGEorBSj6OKtplpsEEW7+rr35frj/n9hkk16cmf99CZ2JLq/wvKOKcICx90XBgAtG8cTf9dpQpM9V4ygPH8c3IN5jk5qCHPJ4tri86t2i2IiI+00PdOCCVdViNBXpjrK9rqRa26svzxbeehOux9bQwmX9kDVS4vUpWRZ5/ert3GlX1b+MniCXHK+yPfW7wShDaOsWHN/0YgMc4GSZJgM5swpqcchDeLj8A/T1yEkSpXdsD3uYzs2oSuRXiegyBJaNcoCt/cLSdGIq0mlDu9iI+0oEmszbC3Xh2US5L83am/nwiLyW+mPMHIf0L9edvMPEwcCdRNmrUK8S+w6dZ1G1JPwmbmIYhyEoEotMh2HR7Zfb/Xa8sQCvVP5GhBJUodHhzO07Z55JY5Axr0AfI1l1TMST95pMX3XgRRwvID+RBFCREWWdUQYTXh203HseyArwr9wh9y2wrZJY8gH6+VLo9G1r8jvRj3ztmBGYvlRPlYg0o3pwSgJCn09rIUHMgpw5eKkmDtkQJc++lmLEzKRoEqETikY2MMbt8Q2SUOw2t5frkT04IYV761NEXzNzn2gknU9cdNfKSFqgyIsrXcwEg5UOLArqhGyKlBnSh8f2UqmsZFwOkVIIgS5iqeGZ+tTaOJR/1o5EqXV9P+oYacxxpGWzSJA7L/oXjz+t64e2g78Mp5F/Cdx9NnXU7PdeS3QHhv5RG6vwRBlKhqx2Y5u0Lbs+vdnKWQg06SZBf4hy7uQO8z8xyV6OjHrRDIydhikhcE5AKYEGWBR7mQkAy1Onur/rG9PL47/nnCZyZjM/PIKLbDZuY1sz/NJg42Cw+7QUV+rHJxTdDNVC3SjeQQRAmRFpPhhW91SoFfP2Z+ucswu0jMgTyCpJEfjnlvPT5ZcxQSfCczUQKe/y2JPoY44IqihJcXJPttOxjk4qyeI6sfGVPlFk45UCMEK8iRz8Vi4tF+4uJqOaFWurwoUUbxnY7qr9pVt7oEMuAK1eMaLmQqwpLkXLSbsAgOt4ABb6zEHd9sw2dr09A4xoZRusUhAJw/faXfbQTyGRKHWVGSkJxVFlaAY8SBnDLMD9CLVRueCJIkVWsu6X+dHAgnKVJdnv11r1+LEem55BSZ+kPf7wpqIGXEsLdWw+UV6WeUU+qraNXGMXu6Wh3IAtzhEWgSzOjY2nmiJOixT2TtcgXHdzs5/+oTgGQEqHofrvx4Iw7kyMG62mCKLOz0bQn68xxZLKvnTIsqqbpbkGAx84gI0SsM+EaGDenQCF5RosGU3S1oqqIdmkTT9zbj2t70dhIQquPsKKuJStItZu2+S5LxeLbqcG3/lpoEAyHU6K1wiY+0oEGUVVMcSIjUXus/urV/QKO5RtFWw8SD1cSjfeNoZS68zLSre2Hv5DHo1zoBHMfBYuJxdPplmudVuryIibDQ43bd4ULszy7H2hdGYlR3eS1CEiMdm8QEHMmlP466NI01TIwZXZP0ykJAm1AiFXWXV5THkKmOHRLPd9KNs8sudcBqllUfZp6jBnXq35L+cyec1yYBbVWO/GSPJUnChtSTKLV78M5yrclZ8/iIoOf2O77Zhp93+FQxEuQEiDpAXHogDx5RRLTNDLvbS6cdpOqCLcB3fnF6BETbzHC4BZoYcXlF3Pi5LAvPDzJ1hbREkO/pkzVpOJRbDo8g4t99OVQl8fQvSdimKvJYeA7bjhfjWIDCQWaxnY5iVEM++09Vo+YAYLPS6qRXPJH9kiQJ6brXSoiy0GRVOIUHp0fQrCGKq9x4/d+Dfu2r5DwXF2HGon25YRc1KpweTRvGnRe0pcoTEjc0iLbStebzl3ahQXcoOjeNpec1Ukm3mnl8cEs/AD4FS3yA45mYapY7vahwemlihFXUGf85aimISWUeA8gOteQHopfyRKjGnmx/ZRR6NI+D1cwjIVKWXjWMstKAmvSTRNt8r6U2C+E4TpNVJXIlq4mnxjjyvvIAOOoUr14YENmUWkp2UafGmgoNOXVE27TZZb2s7KPVRzV/k4XqhtRCHCushCBKGPOenBn0CqJmkVNY4cLbyw7DI4i+Ph5BRI4qsI60yvu45VgR5qkcJcMJWNUL776KAkKfUSXfmX70HSBf8KvjKE5ebfvxYmw7VqT53KYrWWd1VSDc6ttbS1PwoNL3TxQBtekArTZvqi6BvgWhmvNK1dzwmU96RhYZpFWCfKYFFU4UV7lpP2EgUyw9u06UoFA5zunIJ1HClR9vxAqDlo1wIAve//2+FzvTi/Hn7ixMXrhf2d/wA/Xpi/wrBPd/twNT/j6gmdAQCn0AR/rlThjMPT0VyFizYIHhqaCXPZMKBZG+C1L4yS5CZrEDLq9IF0d2N5En+r9eODyrMgMFAo+gBIDxH2zAodzygPerIcobAqnkHM6roL2MRgs8QZToMWc06giQx2ZZzTy9jrz6VzINzIqVvs2r+7VA4xgbdVQHALeqbYhUyOxugZ67SVJVD7mfnGP7TFnul+QVJd+5xCvIFfVIqwkOj4BhnRsHrCSRi/C9F7bTvIbDow3MopRtAUCMarwaDdRVfT/7p4yl78Wsq6gPaNsAg9tre7U3T7jEeN8CMPO6PhjR1T+5WJ2qfCjI+zLykAlFhyYxmiCSQJURqv2Mj7TQggPBbOLx5Z0D6N9Oj4C4CDO6N4/Di+O6GhouknVPqwaRMHGcoUrKxHP498mLcG3/lhjdPRFtGkahW3M5UEmfdTl9nNHnqJ4gQKT4HOcLJMwmDmYTB5dXgE0Jvol8lxzrT4/u7LfdSIt8XBVWuujvkRzvTq+oUV2o8YoSOqjWZCSYI9VJo3YynuMC+rGQJM/+7DLwnLxWdbgFedydsrYkVVePICHaaqIz4wHtfHpAnghATj8P/7AL0VYz7G4BJp4Dx/nLpgNBpO/q78TpEWF3C3hi3h5Nf7v6a1uVYnzuUm9X3paAY4WVVJ2p/h1fr1pHkKSgXlVDvrNery3zS4ZzAN1uOKbGs1ccQe8py+nfBRWyWaB+DUnWyCRRFCgZoafC6aXFuGirCREWHncrIyHJ59so2opS5RweYTH5qcSMEoSAv3LowNSxiLGZcXW/lsr9HPq2iqfnWT3kN7L9eDHaN46G0xtYXXwmc3a9m7MUdXbKrMjXCcnZZXTkgr4S9PDFHfHcpV1w3XmtkBgrO7fazDytaMdFWuD0iljx7MX0hK3OUl53XisseGwo/ZtkVcf2bIrGMXLgbDZxiFONjYmymiFKEpXAqislo7s3RcuESE3WOjHORqXvgO9kIp9ofY97NEQPHrlIvfTHPszfnaUJGpxeQTPahpz8KpweuqAo1hl8EMM88lhyARNEKeSiV51ZJ5Id/UKa9P0UVrg0iQAAWLAnG5d/KPcVBXNz36iMWyGGIzd9sQXfbDxO56YGwsRzYUl3XR6RJh1In+iEP5NrXAE+HexIL8bmo76L96lUJ3eq3NjJwoQsKNQmNfJ8ZQ5eUaKmWKG4/rPNmLVEK4sjF2ujdXJqfgX9joyOAUmSqIfD33tz8Pm6NBzJr6Tjnx78fifeXX4Y83f5V9y3HSuivdIA8NUG3/FSWOGCJEnYcqwI2aXOavW669s7Lpy1GoWVLgx/e234GwmDggrXKalRcsscuOKjDQHv11ePSEWd5+XPuqbtI15BQoXTi+xSB+6fKyfAeI6j7uDhIory7OPHf9pNF9h685w9GSU08XQwt5zKxNV8suYovlp/jMrwR89eh2s+3YT75+6k5zC7ywueg+YcLYgSMorsmvYmkmw4nFeBe+bswJCZq/wUD0WVbjg9IjU8/XFrBl0AXjhrNQA5gWk1cXB6BFqlvu+7nfR4Jd/N5+vSqEY20OKdJBzUi+QFOgXK+iOF9JrjFuQ5wZEWOdiwmXnN92w183hkeEc8eUknNFISxyQBTBKvemVAlMVMb1MbrEUo703921dL9fVV7vmPDkWbRlGawLBFoCRCNfikmvL2UJC1SnUTWclTxuDWQa3x56NDNber3284jOnZDGkzxgMAvrxrICZc1g0tEiLx2IhOmPfgYGzSJTfIT53jOPC8NhFP+v7NPI9eLePx3s39cFnv5nj/5n54ZlQXv9cmAZfanV9NfKQFjWOsEBUFRpNYGyItJnCQpe9WMw9RAiZc1g2dEmNg4nkcmzHeLys9qH1DRNvMEBRX901HT6Jdoyh0bx4Hm2J4GShQL1SZ6wG+XnXiLq4/91lMHCwmLmBrISmgOD0CREku1FQpLuDkd35Bh0ZIjLXheGEVIq1m2F1emgB8Uuf0HRdp1iR5om2+yrwkadUwweA5eZ3j9AjUKyi/3KlSXvpew8jbadZ1svrlf2O03zNZZ17zySZc8u46WjFXG6cZTXWpcnkNlStVboG2iRDMpuCmpXrjSPJY0j5IrsMlqhHGNw5oRfewOkFs39YJqHB6aQItwmJSWi6076VBlJW+rtXM09nrxACzPIA5s/46qj9ubRYeDaOtGtUuz/mOO/XT1aOq9YnOM52z692cpailYiaew+Mj5ZMbcQ8NFMw9e2kXPDWqs8Zoxmrm6eiZGOVk37lprF/f2js39sVTozqjf5sGOPKGLCnr0TwOX981EF/cORBdm8XihbFdYTHxiIv0/biSs8tQrJItqk3w7ruoHSRJ0siAEmMjNNJ3cp3Qy5qu6d8y0McDwPeDdXpFfLImDTd/uZXeZ3cJVCID+C5GFU7fuAm7zg2WnLyJrCxZqazmV7hw2Qcb6MnxkzVH6UmJPle1WCNtC/pqI3m+IMnS+gqnhy52y50eZBTZUWb3oJNqTqZ+rNEd32zD87/v1Vy8wplJbuI5DJm5GpIk0SyoHodbgCDJPV4VTg/tBxdESZO9rS7j3l9PAwMiH+Vq4CZH1lNzN6fjk7U+dUVt9aiT4IxUA+hMZE6ufpj46s+/LnfI2ySSf7JN9fsn38czvybhY0U10umVJXC4BY3pVvuJi2kA4vaKWHmoAJEWk+Y4X51SYDimLb2oCguTtAseUZTQbsIinD99JRYl58LuFjTqGjUXvbna8Haj8xAR4czbloEH5u70c+T/dO1R6rotSVLYrurBeiZDUeXyYn924GSb/nslC0Vy3vIIIiqcXloVDxdyjtqhWvSSU2E4kwrmbctAlcuLjGI79maVYVFyLkbPXgermaetGoDcg11U6dYknoymeOzJKMG248UYNH0VALmqlppfidUpBfhpm5zwcXlFNI6xaRyQBVHC7d9sxRyVBJSoYzakyovz3DInZq84ogl8jDwl/tW1v2SXOGA28Zi++JDmukeOV3JetrsFTbXy8t7+I7yIRFXdFqCX9QK+pGxKXoXSuuVTc6lNOv94ZAjuvbAdnh7VGZ/dIQe4ZGFJjN5262Z+qyXA6gWy2cSjQZQloJw9XFfxU+XyPoFHn9UEov6j3i9hPi82whLWCLhwEodk8a+fPT+0o1YhsfzZizG6eyJNBtjMJp+xIAeM7p6o2R5B3U+rp12jKFwYoD/3911Zihs5YLOYcOcFbRFpNUGUJCXIVdQIPA9RGS3G8xxdr3RrFov9U8dCUHq9Cc//vhfpRXaIkkSPsWiVD4D6uMstc8KqUmiS66U6EaemT6sEjfmdHrJOI4nCCIsJlS4BcREWOo1hdUoBCipcuPLjjbSiTl7XaAKA+hiIUaTy1W3l4jkOZp5DudND10efrk2jkxr+3utzHicmamrIdz6ss9Z5n+wHMekj56BQ6w5R8k9kE/QjJS0m2SNjVLdEvwD3m7sH+hlH/qK0HZDxyOQcqS4MNI610epzoKkLaoYpBtVf3TkAbkFEYmwEHhneEXGRFoiSRJMpzeIjcGjaOM3vTFaIyJ/TwHYNAPh7/lzQoSF9bDBmXNsb797UT6OMGNy+EU0UqLdr5nn6/ZwGb9U6hQXqZwBqMxGe4+hJ+qJO8kkkwmJCZ10fUyCsJp5mo9SmLuofzCvju+OGAa3oCZ6e/G1mjFbkW2/d0BePj+wEq4lHXIQFH93aHwAw5coemtdTB8A2JWOsvvAlxtpoYNuzRZyhtPq9m/tqLjbPjvbPZpMTJUkS7FUFKH8lZdMFUafEGPrYSqeX/uD95K7KPpU55O2RObzkxEmCzXnbMjB3czq+Wn+MLkqTVSZyRP2gDkAyiuyYpwRdZF/unbMD7ymL3WibGW5B9Os73XWihFZwyWvl6qTzBRUuw4uuejwRyTYeya9Ev2kr/B57/vSV6D55KURRdk1V78Wp9sKm5FUgV+nPvbZ/y4Cy1WCsPVyAW7+SEzFmntMEIeTzzCl1+CVQqgOpgjVSlCNE2spz8ndpVi2gQm2HBGENdFLNITPlgJcoFJ77NYl+HwdyyjWLkxPFVZjwZzIKKpz0Pe7UZe7tbq9mgaZePMjSZDnYN3IIV0vsdirKHF8lQ8IFM1bR+4nbLiC71f61JxuiKNFtvL0sBWsUCSGpMhVWuLAvq9TvdedsSseO9GIcK6zEtuPFGPCG//FohMugov71hmN4+Af/EY16Qn1tgiThhd/3IkfpBbWretQB+XP5fF0a3jUI+oJBFonPqGTr6s9dECXD6g7h5QXJ+HB1KkbpZhPbzDzcgoh3lx/G+yuP4J+9OdioHPuP/ijP9jVKolhMvN8CmJyayXmm3OlBoxibptdWkCREW80oqHBhxcF8tJuwCPuUVqd2jXwSx5+3ZwTtIyUMateQ/ju1oBJmE6f4ivCa8TwA6PvS09zAFJUozNTHinrEmZ7tx4th5nlEWnj8siPTL8nVp1UCmsZFwGziaVBFErHP/J+9qw6P4lrf78ysxT1BEgjB3d2LlFLqLrRUqNx6e9tbqlThV791b2/dnZa2QHHX4h4cAiEuKzPz+2PmO3tmdnazCaHYvM/DQ7KZHT1zzifv937DWuLZCzuF7DPWJbHxE+eS0Ck7CX9P1NTMFz4wjBnEZtQ2CHi8gNh62brIbHZKjGUQpS6ob9u7VVaCQaTq36e3xvu6yNzax05H96aak2HFDrASxLusVxN8Nr4PHDpd14xx/XIh6YJ2HqdGc3dJIlu/yM6TJG0bVqfMtduKdzu0try6vXL9gGYAwDKedK6x3HtjDn5e0iMHZjz7+8aQzwDgoTPb4q2x3fHhNT3RMzeFqXybQcdwSAIqvAHEux2GVmpDWmu26tIdRSip8mOsrqdkFsoDjPXFsTr1PRoKOA9JFCCJooHhkh7vYnYh30oNgCFjy6OBaV65UK+Pp/tMZTlWTvg4nR4eG0Y80YzezVLRKiseLklAld7CjhgA9D6RtgIPM7vsTlNZFH++hHtPt265GOeSIAhB9g/Z3ZmJbtx/Rhs4RAGiIKBrjtbO8b7TWyPGZUwQ0NR10+Dm7Lhek31NwaKamGnJsa6QstfUOBcLNoiCwOrlnZIQsa30iYxj7qjPnj0bZ511Fho1agRBEPDDDz9E3H7u3Lno378/0tLSEBMTgzZt2uDFF1/8Z072GMGq9qldw0Rk6hSreLeDvciES3uGTsaAFsllkzk3gUy9cxD+e2kXZCS40dFikQkHhyQgMcaJszo3Qv7kMxHPRdZOb59lmGBdkgQVqiHaxfdzXbu3lNGGzuvaGBkJbqx8ZATO65qNWJeEi3totVsj9GDB0NbBaGe4aCWgTRyFFV6IAgwCYOXeAAtQVJsWM8qoUrSVnFsyushfLany4491B/DUr+sx8SfNuOVpYpRx8csq3p2zDa0f+g3P/7mRqRuTw51fWMlaE9Hz4fsDvz17q8HBChfBXbu3lO07HGgdNBvpVT4ZBWXVjLJKGfUSjkLFO2nRYvJvGwy9w1lNqJ41qI3z75cVjPtgCftdFAXDvfhOp7b+tGovc1IA4Pk/NuJDCxEYwvT1B9j+gaCTSkKEl+t9lIn6LolB4Z8tBWWG7CrvFNEzTHA7kOBxhoj5AJpTpKoqZuvZSBoTflllTj4tQL2emq7RfgEUlFYbqF9vzd6G/MJK5KXH4YJu2QZV2OYP/IriSj/u/261ZRSbZ8FQtppq5yt9MvaXagECcz3dDyv34M4vVyLvgV9Z261PFu5kx6bnToYpj5YP/ooEtwMbD5ThtOdnYdwHiw1Z0kiwUtLedbgS+YfCtykkRMrOSPp4+nrZbuwrqUKMU2LBRpck4IwODdh4i1SWYgX+HhOyk2PZfPjfaZvQ/tHfIzpp1Vw2iuB2SPhk4U68MmMLXpqmtcGkUhUqi/Fb7FMUQ3u4m9eakio/0uNdKK4Ivr+yoiIz0YODZd6QXufme9tn0nS0eihydwszFZPqFn0BGb3zUg2G+9+7SyyFgvh9LH5wmOFvo18OljnsL60OWSt5JHgcLBDOBzxfuqRLyLarHh3J1gVRFAzZ8XO6NAKgOXRkSCfHOvHTrQNYqRifweVx4+C8EMHVEwV07164uAsAoGlaHF4zKb/XFY1TYtC+Ue0Du9Ei3u1AWrwbTdNiEetyQBAEJHgclh1AzH3iAWDS+R3RKDkGqmrtgORlxDEm1t0jWmFY20y49CAbwNX3iwIGtEhHOz2I3aNpCpqmxbLWfcWVflZf7CTnXn+XKYBECY+Oem9qYgDkpcexdr7RIDPRg6xED4a0zsSIdlls7BK9n4Tu+NKwcm9A03ngnOQ4k2o3XatTEnH7sJZwO0Q8MqYduxb2PT1pUe2XcaFeu29G/xahwQNBECCJRnZj45RQ/QOCue0YzYrhnGyyxXYf1u7zr6tDhXHP1ueAD6/pFfa4PNxOCTkpsZpQoE9rsUfBXfOcFy5gYsYzF2jBQ1UNdlV4b+52XNu/mWE7Em97c2x3pMS6WCCKJev043fKTkaLzHjkpsfhrhGt2PxFpbCas6yNhQu6NYYkBjsRfHZ9b4iC9ry6ZCfhxkF5EQOnVnDpYp/Ui17SNUW0Y4tcm8CTy2E/5o56RUUFOnfujFdffTWq7ePi4nDrrbdi9uzZWL9+PR566CE89NBDePvtt4/ymR478BFRWtd/vWMgM9LjPQ6kxmkT50fX9sLMfw/B5AtCo/uA9sIRtYj6qwNA4+QYnNOlMRZOGIY+edFNAgBCsh68wWRezFwOETkpsYYIWbh6LpckQkCw56hTEvHMhZ0BBO9B6wbBRfuWz5ZHPM9GSTFQVM2ZIZR7A2wiMRu/ZmosLR4VutE++bcNWLmr2BB02GSqNeK/99bsrXhyynp4A4qhLzCpnh4q97LFjtHi9XMqqfTj6V83GIxgyubWheJDmgYHTW2WPlm4A6P/GzRqZUWrVbairN7xxQq8w93LSHhz1lb0nzwjxAFR9EAAXe+G/aXYWRjZ0TI7e98t34OlO4rw1ZJd6PnUNBbsUFWj0zF/ayFWR6A7U63eJws1yi853l8u2YWkGCea6u/K5oJy3VEPZt2HvzAb7R4JOli8SIuqPzJB0DLn8R6nZYu789+YzxwDNg64580vPAfLvEj0OOANKCFtSwDNOaBMnyAExxM54BJXv0XZfL7ftDlbTayNn1btYS1/qEc0H8GmLgsBWWH1eMRAcTtEFvwY9dJsPPv7Bq39DhdoqU3dOS9u9PGCfCzaVgi/oqKgrBrzt1pnXV/4YyMCshIx6i4JQed1S0E5Sqr8LGjnDSiGOc0nKyGKvVagcVFoctQH60q6JDL1o35PI2WPfBbnTh04eJjtlICssDpwgoDQec88nfy4ci/S493MMIL+nXi3hN/W7Gfz2/ldG6NnbgqmWBisNZUz0GtKWRkKJLXRHRVz1pnuz32jglkhni6bmeCJqGQeLtgY65Kwp7iK1dYSejRNwagODUK2T4pxGgxoXqiNnI543dF47+oeaJYeHettwhltDVTSExFm1fr6wMU9cvDeuJ71vl8zZt07lP28euLplttEouj7ZcXy7w5RhFPSHPPzu2Wje9NUuBxBVoubc7qfOq8jE9RK8DjRv0W6JROKdEqganMxvTsL9Nrpn2/TOvXQ3Pr0+cHOA0T5z0nVAleNkjy4VS+rpL85OafZ45RYmSOVNpCjRfMI0c09TtHAwjEzEOg8nQ4Rd49oBVXlPuPe3QSPA6qqOXppFn3qAWBIK+29u5MT3XNKWuaXZyhRNp2ul8dDZ7YN+Wzr06OR4HGyjC0PmjVJ5X2GSYTuxUs6s4Bjr2YaY4jmCrPuwjldGuG0NpkIyFprR5dDxN6SaqTEulhZjjm4/9n4Plj+8Aj2uxVLAgAu6pGNrU+PRkFZNXL0AOW4frmG0o2FE4bh7M6N2Dm6JJEFHemcKSD0/MWdcXnvJiHHIVvL45DgC2jrf4MkTzDpJKvo1yIdm58ajfeu7onbhrXEhNFtw2ophEPj5Bh8u3y3ge3XMMmDy3rl6EwsBalxrhN+/jTjmDvqZ5xxBp588kmcf/75UW3ftWtXXHbZZWjfvj1yc3Nx5ZVX4vTTT8ecOeHFgU50dG+agrn/GRryeXq8G33z0pDgdrCIVr/macgNo7AIaIsBLQiJHmdIhLq2IkldcpINLy5vuJhfQpdDxKfje+Oqvrnss6wwEbVIfRBpweqSkxz1eY5srxlak7mFqtwbsCx642lQNEnTfaGM4pTV+3Dua/MM31uwrZD93K95Giac0YYZ6bzgEV8jNuG70Poon+7okEOxXu9ranbUaRGrLW7XxVWu0TPTo/Q+pG6naGhzZ45K8vV9P67ci5mbIiuk8uC7EwRkBe0emYqA7qiR4X3v13/jjVlbI+0mrDN337d/42CZl0VUzcyNgKLi+xXWrcyAoDNBTiktBMt2FCExxmno0zt700FIohhCUz6gl0NQtwEA6Py4Vs9fWh1AabUf8W7JMhu8gqttpTHGt/SjZwZoAnotMuNR7ZdDIv6ds5MgK6oh20uq7nRvJO7GUI9qnqq53tRH90w9I3nXl6vYZ/d+rf3MB05o/7IaFFsj0SCPU2LBpQ37y/DaX1vZuazdG50iOQ8+2PHu3O2YsbEA1X4ZRZV+XP7OIsiKyvrjqqqKA6XVeHnGFlR45YglC9R/lzCgRTqW7SgGoAUw+Oza1DX7MUSvC4wEEhzitTgmn98RafEuBBSFy9Br/5uF4QBNXFDbJvRvVq1rVFN1sDegMBV+gigIBp2DcEiLcxmCi7ISFDKk+d6vqEj0OENqzs2wamlIRh6tRQ5RwPC2WbqGhRBS5+yUBCR6HMjhMmRmCm1GvDaHW2U+w6HKL2PbwdDAS4MkT9iWYjw7hT8HMmwp0Ny/RfpR63V/PEISBWx8ctSxPo1jAr+ssveCdwAdkoAHRrc1BH0cYpD6TkkOK6p9coyTjWnCusdPR+sGWvBHq3MP6v8MbZMRsg8AlkmYtnrC47FzOuDfJko0P2Y9DinkfTIzaFwOUReEFEM+B8AU7Z2SgN7NUlkbOYVrt8gLgdHcVu0PCuStemRkyDVIosAYCID2LqpqsF77lqHBum4qz+HvM1GpmZ3NsSKm3jko5Hg0Xw5rGzqf5abF4ryu2SHBqhiXxBxiHpU+GQkeBxsHMU4Jkiiwsrtvb+6LC7uHOuKpcS6WrKP7e/MQEkAU8MQ57XVmgdaWubNuLw9tkwlBEDC2T1O8dnk3ZCa42RzsdIiYcvsAXKNn3CngFG0LR5cuZrjpyTMsnWVJ1Ep3o6mTt8Ltw4zigxf1yMGlPZtg0vmd4JS0jiLLHhpeK9/gRMAxd9SPFCtWrMD8+fMxePDgsNt4vV6UlpYa/p1IkEQB2bpRwr8uTdPi8PkNfRDvdjCDoCZjwO0Q0TsvFQsmnIZhbTPx4y39j+jcPE4JadwCwhvuCznHFdBeYrdDMlwDUfzuGdEKkzgnmtpxWIEukSbacD0WedBEwyvlllcHWD1NejxfY6N9eHnvJiirDqBzTjK+X6HVqJdV+6OiJT5+TnvcOLi5pQo5GctWk8m2g+XwBRT4ZZUtgmRM8wa8LKtR1z7VBKIpi4JgcPzN2TYzRTVSuYEViNq97VAFKn0yVuwqhkMU2L2X9R7vkTL1NQnl0QK6cmexYSFetas4Ym0yfe9t/di7i4IZykSPM0Q4zCmGtqyhmnPAWkm2tCqAWJcD1X4ZrbNCo/SEHk9qbcf+4Nq25XNMg7V7S5GR4Ea1Xw4Ro2qVlYCAojKHySWJ+J+uBP+fbzTRGnqvlu0ownS9zSLvvPJskowEt6XjeGbHhsg/VGEw1OgeyUrQYKSMfbiF2YpW+pspK1vpC6CTqU0c3wZLEgXIsmoYrxN/Woteel39nuIq9NZ/rvAFmLM74bvVISrC1H9XO66m/E3tI70B2RDkiGb8y4rK1PsLOSp145QYlFUHsKWgnN17On8rp3mEHvypMI3D1DgXUuJC5yPzPiggeCknssmzLa54V/u8Un+/eHp4Wrybtduk8zSXT/gDCjJNQVcrdWFqf8Qb/Jf3yoFLEoNZOUkEoCnkT1t/IMQZGNAiHYIgGFr+mCmUVKPLM7ZoqFHp1Jc39GHtvCac0YbNfWYqbaSnzI9rg2q77mxQ0Le2KugnOhxisI7/ZMVmU992gpZR1543vRN3Dm+J3s1SMaJdFro1STFsT0E1CvRYlUPcNaIVKyH4+dYB+OvfQxDrcrB7LKuqoRvFnRY6Pjx4FqTZjkjg2gjyzAC3U0TrBolY+tBwtoaYbYS1e0tR6ZNDGAWU7R7bV6tNd4givryxL3O+B7XKQJO0OCiqFhj77PreAIKCs9VcSzdzEiegqNj69GjDfOB2aGWWtEaf0SGok0Cf8beZFyAMByvqvdXa+Iiu02RWHr+0Zw5Obx8M0tCUsKWgHG6HaCh1VFSV3RuPUwprCxOTlp4ZseEUTuMAAB47uwMmntUeQJAl8cS5HXBmp4aG7SRBQFq8O0RINpq+5N/c1BfdmqYgK9HDxnA0Oj61wWiT3sUtQ1uwHu8OUdM2qc92k8cLTlhHPTs7G263Gz169MAtt9yC66+/Puy2kyZNQlJSEvuXk2NNEzlREe9xRJzkebj0jHrDpJioVFZrC74WmSJqNMHRBEGneOfwloy6e+tpLRh95+dbByAr0cPU6XnMuncIq4uS9MXQ3IvTCjQR8xSskio/FFXFBd2yEeeWmJom1ckOapmBcm+ALRYuSURpVcDQji6cFccWUIuJiiZ3K8Xf056fhSenaL3PqW0W1chWcMJ8fkUJqfsiVsWRgD9b87mbo6o1TYclVX7DPkjQbprugG4pKIcoCIhzSUj0OJihQb3fzdhbXBW2nyuBlNSnrT9gGbSat+UQEwIk9J88I4TZsb/Ei/EDm8HlEJHgcWBvsfE7kiiEOE082j/6uyGDel7Xxiit9mtquHLd2nvxaJQco1GxufGcmxaLGJeEgKyw+/Qu16pvcb6mnUCL59uzt+LFaZogmpmO31fPvFBAoQUnVtk6KwF7iqsw5LmZhhYwv6+lOv9gkIlYFNUB6+emWgSybv50OX5YEVTlrfTJLDNPqPLpBoke3AkoqsEo+FgvYfhi8U7DnFjpC7DtZm4sYKUnBEkU2DlV+mS4nVppT8vMeFSbMurhVPF5zNxYgHv1AAnV6QFacHHh1kIUVQbfERKv8gbksC0gzSJIGfFuS1XmcO/JIk4/QxSC7WxIeI3OhaeHp5nmFVlRUVjug8cpsiBtlV8OEUv0WDjqhB9v7c+Uf0d1aIjc9FjGOkqK0d4R1vfXtEZNOr8T3ru6h0FAjs67a5NkAMAQ3XjjA1wUOLj39NbIn3wmeuelMaYVv9a4JJEFsM/t0igs5RawzjSd37UxXA4Rv9w2gGXvTqVs+oBThD0QLvjolxU4RBEbnhjFbIc7h7dC07RQpqMgBEl9kQIbTklkrI6O2UnMKXWzLLwIWQ3Op1YMkAdHB7P7qx8LUvppDWFiuBzdn2eJ9G6WhoEt0w3OrFUiIsAFKgiZCUaKvPnevT+uJwa3ykBAURHjlNBPV86nuuoqvwyPK1SAzOMUWeCVv2aPU4SiBLs28NdBdldAUUNE/2g7MyPpf9f2MjB4COUWmipkp5lZPlf0bmrosrDogeEAtLZqks6sKKzwYdr6Ak3ngOjkTimsrSWJmh1N89gyvc1eq6wEds+17QS2dkVj85s78USTAe+Rm4p3ruqBizl9rIt6ZOO8Gjo21QZOUcT/rrWu+R/cKqNWZbsnEk5YR33OnDlYunQp3nzzTbz00kv4/PPPw247YcIElJSUsH+7du36B8+0fmHlhyd4nIxqVxNcDrHOtJOo9s/t+19DmuOrG/viuYu02nIxxFFvBUkUsH3SaL2PqYBJ53dEx+wkXNu/Gb4x9VQFNBaBIAjonJOM/s21yfyOYS1Dtnvv6h5Y/OAwRmWijIaHWwwDeh9SpySgtMoPVVXx0iVdmCPtdmgCWLxjnl9YYagXKjNlTknpkyZpRVUxsGU6q0MFgmJz4VrzEEgUjhzCg+Waszh700HM3nQwpO7rYj3QQfWRBKsaKzOu+WAx1pmcg2nrjdT2kHrWGmyx/pNn4Or3F4d8ztfaLdp+GBU+TeE0oCghmad2j0xl1OV+k2ewjHc40BkqajCi/SZHp5+35RCjewNahn5PcRWSY50Gg7ywwousRA98AQVev4JZm4J1q52ykyAIoS39CPQO8DXJiR4HSqqCbIwjFYtK8DhR7ZdZsCbGKeGcLo0R45RYpjecUAsZNuRYA6FCZ5fp5SwUqe/JKXPHuKSQemszSHG/SN/uwe/XWG7HC97xoGd0/7d/W2YtKHsfUFQ4RBEfzs+3FGG7/7vVhhaEWls1mfuugMJyL+u1K3LUd62XtoQKXwApsS5U+gMG8b5I2RfC+I+MKvTk2CZ6nGw+9MsK2jRIQG66Nq/8ue4AzvjvHCiKiju+WBGxdVulP4CGFs85EvOkxQO/AtACbVasADNDyRwAlBUV0zcUoElqLD5fvBPJsU6N7mpag4gF9p9Rxr6/gJY1e/LcIIOq0ifj1qEtcFbnRohzO7C3uIrNE+b9NkjyoEduKlLjXGiVRWJWMpySgO//pTnYD+lzIO+c0HV5TA7R73cOYlHH4W2zIAgCO+YzF3bGw6b5lId5LU2Lc+GFS7pAEgV0aJzE9nMyZnnC4RM9GHWqQoU2j3icUo2laQJX2hGp3C8c3Lpz+tWNfaFwwUpzkOy/l3bBlbrSOo/Pru/NxrB5+uyck2xwfhskeZCja7XQuykrqkHxG9AFWPW1l0QVCSRuF45KHZAVgy1LjnpA7z0PaA7s9//SbMOUWBcTysxIcDORNS2jruGCbtkG55TeSVXV5ihy/PMnnxn2PR3cKgMepwhz/MkqWE/rR8MkD97ghBTN8xh/36gHOK8PQ+uDWW+Hh1PvGpAW50KvZql4Xre1p945iLUX5PHOVT3QobG1IONpbTLRWGdSmZ9PTW3UwqFPXlrYzhZ1gSgKTC/IjHH9m+E6vQvCyYYT1lFv1qwZOnbsiPHjx+Ouu+7CxIkTw27rdruRmJho+HeiwmriT3A74JZE5iRGgvsoO+r86bVrlMiENL69uR9S9axFjFMyOKn8JHRZL81BcDnEiI7sj7f0ZxOfOeND389M8DBjkQS0mFARa+kgQhCAoko/Plu802CkOiVN2ZucFRUqiiv9EQ10mijo3AJ69tRKzTpaIY1KPRhAkdqr3l+Mu79aFUJZa61fE+9UAdYtUMz4a+NBfLZoZ8R+oGaHaeG2w5Z13+QklHsDlu2UzJN+YbkXyTEubD1YwRZUcsQqfTI+WrAD3yzTjlNYEbnd0yiOWiaJAkb/d46hn6gvoOCiNxfg5k+WQVVVvDVLc/xlJUg1698iDYfKvew5x+vP/4lzOwDQjBSnJKLSH/pM+zUPLkwPfh/UHyiu8qOgzMsc9JQIWbpIWKtnQkhMLsYlIS3OhViXxBRRKUsaLqn15ZLQQCVloMkpozET63KgR9MUZCS4WQZz5a5ibDFlos34SxfkCtef1wxzZoOE775Ysotl+7cdDB6TxhivRG9WpCe8PH0z+/mnVXuZ86zoDI4DpV5Ggaf2SUCQ+q6oGsV81+EqQzaHagoVRcXUNUa6/vmvz8O8LYdCjF8a+zEuCbKi4sHRbVlfZMr+PvazpilQ5g2E9Ls3o8qnMGOWF1OiYERuWqhRExSiFCxp9jSH/XBLf8S7Hew9uKCbxowiwUaaD4or/Vi5qxhOSWNrtciMx2W9mjCqbtuGoYFCEi0iEJvmlcu6Yt3eEmwuKIckCji7cyO2XpkDsoIg4Lc7BuGdq3rAG1As6ZnjB+Xhyj7BNQUAzD2wWzdI0AUiBYgCdPVskX0n0nppnsuWcQJPVn+3cfKDL5+JdUkGKrkZWkbdSH2vDeg7GQluyIqKgS0zMO/+0+CQRHx7c1+2XXq827KlXL8W6VxrX+NkFakskmWlZRVf39jX8Dee+m+mPtP6Hi6r65cVg4BdMmeP0bWKooCuTVLwzU19mYo+oAVGPhvfh21Ln7dtmGBIAPDzBImZ8vNgr9xUNE4OnTddDhEuh2iw/8qrA7hjWEtDKQ9pRDkkEWdwVG3e+TULyjlEUWeFKRiut2BziAIWPzgMzTPiwiZFLuqeg845ychJjcVXN/Y1jCEr535EuyxLAVpAYzXQtaXFuw3n6BSPvav4ll6m1DQtNqSzx8mOY3/36wGqqsLrrblf68mK1g0S0DwzDhPPbl/jtmd1bmRQe69vDGubiQ+v0ZRZeUe7e9MUFiEc2a4B5k84rV6Ot+ax05HgceKRMe1w4+A89jk/GSe4HawlGUWCH9PvFT+XuR0ic8qAoGHHHHUVKK7yhWSc+HpjMuqIxkbK5vy5sfOKsIDzC8tE3XA3OyIxpgmX9mc2RPn60iOBVZDonq80UTFe5KrNw1Mj7qfKF6TJdspOQlGlj9XZUia2gOu/PHNjAb7VHfUdtVCF33m4MoQlQM7Fb2v2o6DMC1l3CD9euIM56m6HhENlPhYAokWYIrmqqvV4tsqox7qC9WREJwa02jFfQMEunYq3h6MWPxOmQ4MV6Bzj3Vqte5xbQrVfhk93VLR2UJHLA4j+bFUqQY41GRVup4j8wgp4nKKlCF5NKOXECSPBbNDxv5dUaed02vOzmNNNjqisqozeGC57xZctrObehYDuHPKiiZSh0I4RYBmlWJeElFingQ1CAZEKXwA3fWLsOrF8ZzGr/+fhkkRc0z8XSTFO5pyKehuoKbquAAkOWekcEJX2p1v769ccLKOgAN2tQ1uwuYKU5a3w7fLdlq3qrhvQDLcObYGmqbFwO4L0dqL6k3aClWMc73ZAgPbO0Ds+pHUmtj09GgDw5pXd2Hf5DBNfX+tySDiva2Pd4VHh0pWhbxlqFBICtMDKiHZZ8AYUll0046Ez2+Gqvk0ZndNqu7YNEvCfUa2ZkxVtMNspimF7MNN12ji1wLtHvZqlGtS5zRCFoHtcl5p+fq2nABOJvnZvqs0HT5zbAa0iaKKM7ZuLYW0yLZ3TcCChtPaNEg02E6DNq5QAqQ5TghNOsyGgGMvC+IC2+V3qkZvKyp7McDtFFuwFjHR53mH+edVeXNozhyWUAOCrm/patrAjDZ+lDw1nn5V7A4jjBGLvP6NNWCEzK80OAGieEcfamnkDCppnBstlMhO0eu/+LdLx5Q19Qr57x/CWTHMDqFuwJxpYaclEi/oiE1F9vyBo98Uc7DiZccxXkfLycqxcuRIrV64EAGzfvh0rV67Ezp0a7XfChAm46qqr2PavvfYafv75Z2zevBmbN2/GBx98gOeeew5XXnnlsTj9fxxWg75zTjKblGtCp+zkWrdEqA0yE7Sem89c2CmsyJsoCsY67yMABQOuHdAMI9sFs6m8Mbb6sdOZkZYa50KXnGQ2aVb7ZbZApsW50aZBAh4/RxfdkIzUS1EQUFjuM9CE0+JcEASt5cfIdlnMmKXvyIom6kGtex4YHaSBRqpxPdtEGQM0YS6ezhwbosAavj6tPmBVd6iowLIdh9H1iT+x6UAZi2Kf9/q8kG0J0zcUsJrj3LQ4FFX4kRyjLcir92iOFO8Q/bXxIOsnur2GdljhHHlawLxcrfQzUzeyIMbMjQcRT89OEvV2MJoBTpREykikxbshiUHF7LM7N8IZHRpwvU1D79PdIzVxn/O6allJYgz0aJqCc7qGPmselPEgtgmgOeyKqmW8vQGFdQqIcUqo1oMRZvOla5NkZkQMbpVhmWEhEANl7Z4SHCr3weOQLNvK1YTSan9U9apm5Xf+G1s5Je4X/tRq6qmdnMxRt32ygntNqsUADIrlS3cEgydVfhlfLtllMPS0Xqza/aOMOhAcA/y1EO0xnGL6+/OC+gDz79cCkw5JwKNntYfHKTHn9J2re+DNK7VswfC2Waz1nZWj/rdeP9owKQZ/3DXIoPRMRvuAluksQBLOOCSRP/7aKSDlcoj49+mtkRLnQpzbwbJa5gAQ3Qu+7lLV/wmCcR4iQy9Jf89FUTAYzLyjvq+kCnFuLeCl6EGxWJcUUXk4JdZlUH3m4XFKiNEDaI2SPJbGbI/cVNwwqDnTKIjWuBRFAYsfHB7273ZG/dSDNnaCrJVIQR9BCHrqdcuoG0v5rObasX2ahtDTzXhvXE90NLGaIkFVgSt6N8GzF3Vm+g4UmNNq9LUAZHZKDK7WBeTm3DeUfT/cPRFgXLeSTQxHMyRRYMF28+e0H1U1BgYkU3Z48gWd0KFxzddunhc+vb43yr0BQ4Y6EiMx3DV7nJLeWkxFeXWAnStvA8W7HegdRf11uPnexomNY/5Uly5diq5du6Jr164AgLvvvhtdu3bFI488AgDYt28fc9oBQFEUTJgwAV26dEGPHj3wyiuvYPLkyXj88cePyfnbsMbFPXL+8bo83pALl8nISHDjB442X+3X6MPXDWgGWVWR4HGy9nE0sbokbTGMc0vYU1RlmHCJpjSsTRbevqoHE9CjBVPmREG2PHUGJFFkBrFZsOOp8zqwn2nRJiE+UQBKqgKGCHos5+hT/03+u/WF3nq0OZxA1c+r9qGsOoCRL85mvdn5dmNWoDINh6S1ZzMbtOv2laK5XksL1Kz23jg5BnePaGXoYc6DsqZ8e7eeuSmG2nMK+jTL0CLa1DOWjCF6bqrOkqD7kZMag77N0xDr0moSrQTS6Lt0jFiXAxd0y8bXN/WtMZOSp58P3/+VshjJMU4EFJX1VI9xSsxxVFXtGgGtPU1RhY8FejxOMUSMEAjS5elpEA3c45Qsa8XDjTUKSJlb9XRonIjhbTNxfQ21ZL+v3Y/eT2vq9/fpYmxWoKzJNf1zcajMi+sHhu63oMyabeULKNh+qMIwtqi9DGB01JNjtd6svB1MQkKvzNiibx9g+hNmkDHLzx15GXHISHAj0eNkwdNF24OdMsJR+QEtQNgqKwGKygdv9YyxQ0SFPjatei8DQMeJWttAnk2QGudCmwYJhnNM1csqAI3myrdopK9eqFPiS6v9iHNLGNo6A62y4i3nYF6kydCGKdbJGEHFlX4keJw6rVW7Hk35OPx6clmvHHx8nVFk6O4RQeXrjo2TMLxtFuZPGBYxkEnt+epLsdzCh7BxkmP8wDxcPzCUQWcF3jGtS406n3RRwjjqRwN8YE0SBTx0Zlskxjhx4+A8lFUHUOEN4PqBzXBO18Z47BzNrsnhmJzhAlh8oBSAQSjTSoeJKONmiIJmXcXpcxc/dwgC0E0XnawrbhrcHAkeByp9wRap1/ZvFlbMrHN2kuV8eFmvJhAFQb8OBcmxTmaj1OVZHo1OC6cazfx4xDF31IcMGQJVVUP+ffjhhwCADz/8EDNnzmTb33bbbVizZg0qKipQUlKC5cuX4+abb4Z4HNRQHG3cN6o12jeKPup5qoE3MM30bzPIAK/yy/A4tL6O5swYOb49clOYs1TmDbCaR0AzMCMJxmQluNFAr+11SKKBqspnNNs3SsQVvZsyOg85gc0ztGyqQxRRWuU3GJl8jfrKh0cypeP6nKyXPzyCtb+gNlVmChbVrAJgbbB4WK035LA6dOqxeVFavafYEJ3madfxbkfIQutxihGfA7ENfuLacZkzynFuB24f1pLVmFOHBFrj6X7LKkDTzW2ntcDdI1rjqr65UFQtw1bll0Oye2SE8caYJEYWmRrSOgMNkzzoryvgdmocvGZqr5PIZRwSPA6mjAtoTtG5uuJqrMuB0uoAZujtsTzO0NrJfs3TmCNP9/6Cbtl49sJO7H2Zfs9gtn1uWiwu4RReedXvGwY1x0uXdMGmA+WGa1YU4N2re+KhMe1YTfUT54SW7Gw9WIEDpTWXM9FzbZjkwaFyLzOGmlrUZocDP7ackoBqv6xT/QOMmXP9gGb45fYBLLt/ftfGzBmeo7cdXLWrBBe/tcDyGDTW+MDGr7cPxBlcT2UABkHD4jBlA9/c1JdlqPn+wzSU+KxKcqwL51qwcwj8nJcc64TPRIUf3CpDpxpqGTm+FRw53USvT/Q4MaBFBh48sx0u6dnEki7Jv6NJsU4s02mkP97SH1f2bsquIzslhlHfnZLA3r2Le4S2SNK+I4S8S7dzNe1jOjWKKApHkPSa1YwEd9j2W7VBwPbUTzn0zkuLXn3aUKNe+3U7JdbJAvwyx6452vj3yNaGdmXXD8zDbae1ZPTkeI8DE85oG9KKjhCu5tnsqMe7Hew9tGLUxLikkIQHoDvqgoAXL+mCMZ0bIinGiZcv05KBkcTZosX9Z7Rh8yxl1G8aksc6d5jx460DLOfDmwbnYdL5HXXqu9ZaTIlkyNQATVOjfscArx5fF/RvkW4Q1bNRe5z83u1JhH8NaWGIStowgp+gwtUrEsjAf/bCThjTuSFGts/CLUObm/YXFBQa07EhOuu0Yb7eK1ILIkCjVfEGosLRp3ijfcrtAw3fI8eV6NgOSUBJlR9up4TezVKRmeBmC4RLEpEY44AgCEhwOwyZ9rqC6mRT41xs8R+jU1yj7jCg3z/K3P730i4h5RAkBhPqqBup0PzaFe92hETRBUGAT64dNZvaxfH7jXVJQSEpvSUOXQfv2JP9nZMaVI39e3cJdhRWoMovo32jRNw1vBULSFCAhfb96uVdce/pwTIIfiHL08VoHhnTDgsmDGP3j6+bo4x6Lt871ikaxuO5XRqz/rHUwYAcsRinFFICI4kCe7ZkLF3Tvxku6pETpH5zBk6fvDR0yUlGRoIbtw5tgRWPjGSCLwAwXK+dK670IyXWiav6NjUYIQP0AMRYncESLRw6bTre7WDBozi3FoggA+zz8aH1fOHAU/qdet/5ar+C/EOVjIYY53Yg0eNkgY5HzwoGF+iYND5e1On5gKak+/64HgA0TQBet0MUjc7lNf1zjb9/sETbzmR39eDEImW9HpQHb/A3S4/DS5d2DXvt/PlkJXpClPPv0rPSix8cDlEUDPtWVe2cyQD915DmmHR+R8P3aR4hKKqKR88KzodU/57AqeCf16UxWmUlMGE3lyPIQnrmws5hr6U+QHWoQPR16pGQkeAOCcbYsMGD3rhEjxPNM0JbuEWCIAi4Qg9wacK19XxyYTC8XRY6ZScbPruwezZzzJukRr6O8Bl1Ab5AcA7ixRxjLGy6D8b1ZGVlZggARrZvgIZJMXA5RJzduRHm/mcoVASDmy9d0iXieUYCnRcTYJVqb3c1TYtDh8ZJcOgBCkVR2RpbF4ddEgVsfmp0rb93NJGZ4DGI6tmoPWxH3cZJiZoc6LQ4F87u3AhDWmeieUY8ujVJwSU9mxi2ocncIQq4e2RrJmbELxhup4Rx/XMZBR4AFnBCeZIoGJzQGKeEDN04JefNSkWeHAReqKXcq9UvZafEQlZUlmXS6jm17Vc/dnq9GJj8OZHvcMMgjc4XrUASo+Lr13lOl8a4pn8uADCHUdLFYByiwAIhQGT6frzHwTKBz17YCSPaZUHiFKxfu1xzev81pHnYffAY0lrLCHbOScZpbTKZM6KpqIssM0efJ3ocKPNq2U7ecT1U7sWmA+UoKPVq/eHdUrCvLbdPQGsLw9cNDuPGzx93DQIQpC1bZeWoxIKn2TtEkTnaM+4ZjAmj2yI1zoX8yWfC45QMpQvJsS7mqF+qZ8Ud3Fg119rRtSfHOnF6e+1cJ1/QCed3y8aSB4fj33ptuLmuDtBohgkeJ87p0gj/HhmsIa/NOOXHg6yq8Msq4twSxrwyF2M6NcQaXdvAansrOEQBp7XJxKBWGUxzYuG2QsM57SmuwvythYb98WrggDbGmP6Bnpn/L6cyLysqTmuj3a+lD42ImMkJlw2LRIG8ul8uujZJNvS5p/OZ+5+hhraQVuADXnnpcREzcqSsTmUrKoLlO3/9e4jltVEWi6CoWvAnEl64pAt65qbq2SWt9CiSnkJ9guri6wsNk2LwxpXda97QxikJAcEMaoxLwvR7htR5Xz5ZOSrU57qgJta2ldMN6GKe+nr330u7sLlvbJ+mln3oU+JcYbsDWU1lZDvRfmuTWJdV4xxNdhAxJo+kPpxE8fyKAsnWtbBhgu2o2zhpwEdia8qoZyZ6QoxIHp+N742GydoEHFRy10XlRAEfXtMT53VtjG5NUnBZryaGbGfDpJjQHeq4rFcT/HzbAMP+eJEVQGvB5TBlo8314QG9pRMQfZu3aPHwmHYY3jaTBQt6N0vFf0a1YUZAtPQ6Wgz5MoTxeu3egBbpeOKc9nCIImuNxivEllSG0n5JKCzBE8yop8S60CjJA1EUkKXTtrP1XqDDLPqIEoLCb8Bzeu/RBkketMpKYAsuZdRTdToyZQHuHN6K9Ya2cqL2FFfhy6XGFmjE9gjnnLocIguE0LOnfftlNcTwIdo671S4HcGWV3kZ8YbtaV/smealIt7lQMvMeEafp7o+AKw3LYE+T4514a2xPVirOjOs6vOdkggVKro3TWVZdv6cCDdHCKxIosDqo+kaqcZ5+6EKptRO4I2mNY+dHkL/dkhaK67NB8rw0A9rEO924NK3F2J3kVGMkLL+5ITmpMbiugHN2P5T41wo1YXZeL0DQm2cPqux1DcvLaTFG4//jGqDrk1SMO3uwWyuoHmlYVKMgW759U19DX+/pn+ugWZKInDhMKJdFs7v1hhn6VlyXlypWXp0mUBnTRY8BzJek2IchlrVo4l/DWkeFUXeho36AP++hVNCjxYZ8e6IrWP/SUQKSG5+6oywKuKPndMeT+pryzldGrPPnzi3A1LjXKwML6pzsKDEAxpbjObv2gSLezRNwYQzgiw4fg3gf68LXA4toy5zPeht2CDYI8LGSYMGSR6W7TFn1NQQDezI6Nc8nTmmwbZBwX0OaZ2JFy/pgr6cwxcNHJLIHGtqCWJVK00Oj5lmTsZxQFdWHdkuK2K/+bogKcaJvs3TsPLRkQCArk1ScPOQ5oxWR/eydYSWL0DQCOFr2Si40L9FuoHyXFYdwMYDZez34qrQ/tuMZeB2sHZwgqBlWB2iwPo/m1vkAWBOHrEQqOvAT7f2Z8YNZcdpeZdEwaDoSn9vkRnPaH9WNWnndW2MRI8DVT6ZPVsyXCIZYw+Mbmv4nYwZt0M0BH82PXkGEj1OLH5wGIa1zcLXN/XF4geGoWduakQ1XQDITHCjfaNEZCa4Ee9x4I+7BjHRLXLOJ57VDqmxmrAYgSjmhLF9moa9DjPi3A40TAwfvCIMa5OJ0R2tacKiIKCHLoznML2PJVV+jOaUx5NjnYZnH+92IDHGabgeMoaoBIb2Re3piGUwprORskdlGjQndG+agjJdVO71mVtrvMZIuKBbNh4eYxwDDZI8jN1gppGb0bpBAjY9eQa7FrPjT+3bSBRQVlTIisp62O8vrUaRRYCMcHbnRrioRw6XjRIi6kKYserRkbWaL1tmJaBtgwSM698sbMuj+kaLzAQDs8eGjaOJ7k1S2Ht9pEJw39/Sj81bxxqRriSSc9wwKQbZKeHLOz+6tlfYv/GI1LnhruGt8NCZ7XD9gGboGIXaO6FzTrLBZnGZKPlH8vwSPU74ZRV3DG/Jgtn1SOyxcYLDdtRtnDRIjXNh4tntseTB4fVC/ybEsPri+qWVpcaFzxIR25mcQ6q51eim2v+iIODtq3rU6Ki3bxTatijOJYVV3j6va2MIghCyX3I2aQH5Ss/QATCIp9ECeUaHBmjbMBF3Dg/WkJkXM62tmIjNnJMOAJsOlIc4tfTdBI+DOViKCgxtnYlLe2ldBlLjXHA5QhdMyoanxLqQ4HYwelmChxfHMp6/oPe3BjRH33zun13f21Iz4rbTWmDyBZ0wrn8ufrx1gOFvgiBg+6ToasjocOd3y2Z0eCDoVGYmeJDocaJnbioyEzVWQThjgZz+MZ0b4eYhzdE8Ix6X6ffM45QQo9fiC4KAcf2bYUDLdEy9M3jMi3tEZwBa2RZ3j2iFD67pGfF7s+4dgi45yYZMTKfsJMZEoH7jL13SBafrNb/BzLqAvpx408pHRsLl0EoWSOjMfFc8LgkBRWUBiDxTRpjuscchGfq1NkuPQy5HwXQ7JBRHcG5rg9YNEhhNnp0nx0aJxAAiuHSF9N5cX2AAWD1xZMi294xsjYCssgx5k9RYXNar5udMQ6xTdhIyE6PP4CXFOGsl4nTX8Ja4n8tg2bBxsmF4uyymVXKkrbXcDumI+l3XJ451UjiSj9syKwGtGyTgoTHtjkjziZIo9dHdiBIIl/Rs8o8FJW2cODh6DbVt2DhGsOoZ2rZhomWP5Zrw98SRLPta323PIgUTiDJLjhcZ3qrejomcdcBYx064bkAzvDdX6+P84Oi2uPzdRQC0euHlO4vx46390SIzAe/O3R7y3XDOHgUNSMCMnKj0eDeyU2Kwbl8pO8fOOcl46tyOlq1TbhocpDj7A4pBBLBrk2TW2i2gqOiZm4Il+UX68bT7NbxtFjo2Tsb/Td0ARVUxol0wC7v84RHYqfdSp4DCtf2bYdamArxyWVe8OG0T1KpgVpavlSMhrRaZCVj3uNavmqjP8+4/jWXxCf1apMMKeRnxjHqe4HEalNKByAs77xS6OAp8tOUN4ew0Klfgs/YtMoMZ5vVPjMJjP6/FzsPW7e1EUcCGJ0bVeHyrPrLxbkeN50/1h/zpZyZ4UO4NYNvBCgiCdg3ndm2Mc7s2xnfL9zBhQlEULHUT+PZc3oBiODdVVQ20b3NpCd0vM6Pl3at7GJ5fTS2V5mw+FPHvNaEuwUGPU8KXN/Y1fMYHpAhJMUGVd36eqwl0b164uEutz602+Kfbe9qwcSwRrfbL8Y6mabFIizu2FPz6UHavCfWprl6fiSUbJx/s0WHjlEDDpBgmBlcb8MbrkUa8zYi0MJNLQUaxKAp45sJOuhIy0U61rZ6/KLISMu94N0jyIDPBbXDSCOd0aYQPxoXPfAaV6Km1moi0OBfeu7oH61VN16SqquZA6feMBMgAGLJkfj2jTnXZ393cDxdxVHneuaKs+OBWGaye2aommqL5TdNj8dCZbaGoKooq/XBKQYeOgg68o84fiyjvfIunmqhtb15p3YKkualePBpc0C27TnW54Wqi/XLNbaIkQYhoMETqPx3pOOHem9z0uJBad17/IC3OxZ7TkFYZ6J0XzBJ/cUMfJOnt4HJSYmvMJH2zbDc2F5Rz+3bDr2ta5KXHYfshY4AiV2/vZjbGeONv69Oj2XhKjg11cs/v2hh98lJDPq8NSsK0aDtS8CUG09cXRO2kA+EVm23YsFF3nCzv1ax7hx7T8pGR7bIMyu5HC/VZS25lW9R3mzUbJy7sjLoNG1Eitp6Vh0VRMGRQeZgz6oBGPz5Y5kWMU8Lva/azjHFaDQIyvAEgK+F7rT4wui0TZAt3vjyckoBlD48AANwxvCWu+WAJGqfEoFGyBzcMMgqDvTW2h+U+A4oKhyQwqr8gCHhgdFt8vWw3AKOTRwsjLxQoWSyWtK9EjxPXD8zD0vzDSIxxQhJFuJ0S/LLCHC7KiDZOjkFafGTHWBCEEOE/HlH4wlHj+Yvr1oYqnPDYWZ0boWduaD09j7tGtMK/Akd2Ef2ap+Pdq4zPOpyjHu92hNS60xBLj3drPXL1328Z2gItOU2EPnlp+GThDvTJS8V7V1uPLR5Pn9cR9337N/u93BvURHA7JUMvdSoBACIbY5IosPOLczkMFPgeTVPw/MWd61xn+NR5HXB6+wZ49Me1ddtBGPTNS0Oj5Bh0zgnWZkbbbpHQIiMeP5tKOmzYsFF3/HHXoHrXmjlV8fZVPfDg96trpeheF/D20Nanj6wlmtkm++GW/gZNFRunNuyZwYaNKBHrcmDxg8PqZV8rdAc3HGRFRWaCG7npsUwgDwBjBbw4bVNEgTx+2hcFAW6HyOi/VtHbT6/vHdFJ1/ZjOga3uPAOTYfGSaw2uCbEuiTsLpINGUk+sLBw22H2M/WwjuUc9TiL4El2SgxmcHTzHrmp6JGbir82FsDtEJGdEsMcdMoSz/3P0KiocpFq2lo3SDjmNbXdm6Rg4YTQMRrvdliyKHjEuR04UsZiRoLboOwO1I7WJwoCOjZOwvvjeuLVGZshCgJaZyUwZXoeYzo1QkmVj7ExruobvcDdnuIq9rO5pEXW2SBAaHDKDDKun7mwE67Qy0uapcdBUVUIglBnY5F6I0fDhKgNPr8htL98lkWpUCQ4JBEds6MXYbJhw0ZktKpBmNVG7XDdgGYo1UU+/wkcqRCgmQln16nb4GE76jZs1AKZCZGd2WiREkFIDgDuGdEa8nAVmQkeTDy7fcjfqf94NBAFASmxLkiigJzUWGw6UB6yjRV112o/4VDXsoAzOjREtybVWLqjCKPaa3TccI5dx+wk9G+ZzpynVY+ORKJFfb4oCiHtyQAtmOB2iPjltoFwSgLu5Xp610c9W4vMeEM/azN6WCjE1zdEUWB9XY8X1ErbQdC2z0hwsxKPqXcOtNx0VAejQvzj51i3jIuE4W0zUVLlR/7kM/HYz2vxwbx8ZMS7kRHvwhW9m9T4fSpPaJkVj9PbZ+H3tQcgCJHFjGqDgKKpFx9NBeAJpm4DNmzYsHEiw2r9P56RoXdjsWHDCrajbsPGcYgmaZHVSPvmpUXdz1wUBKhQcWH3HHgDiiEzvuiBYej99HTWkzoS+BpuMwW8e9MUzL53KH5atQdtG0a/4Axto/U6P7tLI+aM8I769HsGY9jzswxtpwhJFlnWSJBEjVlALdNqCpbUN765ud8/erzjBbXNqNMoUxHaP76uIPbJ1qdH48yX52DDfo32nhTjYi3JrhvQDJf2bIKmabFwO0SM6tAw7P7McEsS3hrbA7n3T4EoCBF7n9cGAUWF2yGi2l+/mXUetX2PbNiwYcMG8MwFneplP20bJmLK7dYBaRs2bEfdho0TEK9d3i1qWq0oBtXiFY7WC4DR3aOhbvGOupkCLokCmqTF4tbTWpq/FhUM/cq5cyGRq/oQ8nNKQr232LMRGWd2algrWuC4frmsL7miRmZx1AYBRUV6vMYqmXrnIOTePwUAcPuwFqw+PVL/3prAj08B1iKHdUFAVjCsTRYePyeUVVMfWDDhtCOmbdqwYcPGqYiLj5O+9TZObtiOug0bJyBqqp3l/RvKUgoQtBp1C+fH3LPcCtkpMSGtxo426tOJcEhivbfYsxEZr11urYQfDh0aB2ufz+rUyNAf/UhwUfccjLbIkDdNi7PYuna4qm9Tg6Oe4HGwtmdHitQ4F7ISPTUKRtYVDZNijsp+bdiwYcOGDRtHDttRt2HjJEWT1FjsPFyJGKeE/17aBTkpsXh/3nZL5zcah1gQhDq1GqsLPhjXE9d8uKR+HXWuXZyN4x99m9ePkw5oGW+XI1jq0KtZar11ceBr41+7vBt6NUs9Iso+H0d74eIu9Ub/t2HDhg0bNmycWLAddRs2TlI4RAEbnxwFt0NCbrqWOeycnWzpoBxv9NehbTLhdoj1nFEX7Iy6DQDAVzf2PSr7PbNT9HXt4bB9UrBlox1YsmHDhg0bNk5d2I66DRsnIRS9Jt1ck31u18aW28e5jr+pYOOTZ8AXUHDdgGb1sr+kGOcR1SHbsGHDhg0bNmzYsPFPwQ7X27BxEkJW1KiU3AHgw2t6IjHm+HPUAS2j+PCYdvWyr4ZJMRg/KK9e9mXDhg0bNmzYsGHDxtHE8Wmd27Bh44ggK2qNgnOEIa0zj/LZ2LBhw4YNGzZs2LBhozawM+o2bJyEkFUVtWhfbcOGDRs2bNiwYcOGjeMIdkbdho2TEE1SYxGopxZRNmzYsGHDhg0bNmzY+GdhO+o2bJyEuGlw82N9CjZs2LBhw4YNGzZs2KgjbHKsDRs2bNiwYcOGDRs2bNiwcRzhlMyoq6oKACgtLT3GZ2LDhg0bNmzYsGHDhg0bNk4FkP9J/mgknJKOellZGQAgJyfnGJ+JDRs2bNiwYcOGDRs2bNg4lVBWVoakpKSI2whqNO78SQZFUbB3714kJCRAEKJrYXWsUFpaipycHOzatQuJiYnH+nRs2DiqsMe7jVMF9li3cSrBHu82TiXY491GJKiqirKyMjRq1AiiGLkK/ZTMqIuiiOzs7GN9GrVCYmKi/bLbOGVgj3cbpwrssW7jVII93m2cSrDHu41wqCmTTrDF5GzYsGHDhg0bNmzYsGHDho3jCLajbsOGDRs2bNiwYcOGDRs2bBxHsB314xxutxuPPvoo3G73sT4VGzaOOuzxbuNUgT3WbZxKsMe7jVMJ9ni3UV84JcXkbNiwYcOGDRs2bNiwYcOGjeMVdkbdhg0bNmzYsGHDhg0bNmzYOI5gO+o2bNiwYcOGDRs2bNiwYcPGcQTbUbdhw4YNGzZs2LBhw4YNGzaOI9iOug0bNmzYsGHDhg0bNmzYsHEcwXbUj2O8/vrraNasGTweD7p37445c+Yc61OyYSMiJk2ahJ49eyIhIQGZmZk499xzsXHjRsM2qqpi4sSJaNSoEWJiYjBkyBCsXbvWsI3X68Vtt92G9PR0xMXF4eyzz8bu3bsN2xQVFWHs2LFISkpCUlISxo4di+Li4qN9iTZsWGLSpEkQBAF33nkn+8we6zZONuzZswdXXnkl0tLSEBsbiy5dumDZsmXs7/aYt3EyIBAI4KGHHkKzZs0QExODvLw8PP7441AUhW1jj3Ub/wROSdV3RVGwd+9eJCQkQBCEY306lvj2229xww034IUXXkCfPn3w/vvv46OPPsLixYuRk5NzrE/Phg1LnH/++bjgggvQrVs3BAIBPP7441i3bh0WL16MuLg4AMCLL76I5557Dm+88QZatGiBZ599FvPmzcOyZcuQkJAAALjrrrvw22+/4Y033kBqaioefPBBFBUVYfbs2ZAkCQBwwQUXYM+ePXj55ZcBALfffjuaNGmCr7766thcvI1TFsuWLcO4ceOQkJCAgQMH4v/+7/8A2GPdxsmFoqIiDBw4EAMHDsR1112HjIwMbN++HU2aNEFeXh4Ae8zbODnw7LPP4rXXXsNbb72FNm3aYMWKFfjXv/6Fhx9+GDfffDMAe6zbqDtUVUVZWRkaNWoEUYycMz8lHfXdu3fbzq4NGzZs2LBhw4YNGzZs2PjHsWvXLmRnZ0fcxvEPnctxBYp07dq1C4mJicf4bGzYsGHDhg0bNmzYsGHDxsmO0tJS5OTkMH80Ek5JR53o7omJibajbsOGDRs2bNiwYcOGDRs2/jFEU35ti8nZsHEM0fbhqcf6FGzYsGHDhg0bNmzYsHGcwXbUbdg4hqjyy8f6FGzYsGHDhg0bNmzYsHGc4ZSkvtuwcbJj/b5SzNtyCAkeBy7p2eRYn44NGzZs2LBhw4YNGzZqAdtRt2HjGGHt3pKjtu/5Wwvxwp+bUOmTbUfdhg0bNmzYsGHDho0TDEeN+l5UVISxY8ciKSkJSUlJGDt2LIqLiyN+57vvvsPpp5+O9PR0CIKAlStXhmwzZMgQCIJg+HfppZcenYuwYeMooqjCf9T2HZAVOCW7ssWGDRs2bNiwYcOGjRMRR82Sv/zyy7Fy5UpMnToVU6dOxcqVKzF27NiI36moqED//v0xefLkiNuNHz8e+/btY//eeuut+jx1G7XAjA0HcO/Xq471adgwodInw+2wHXUbNmwc/5i5sQDT1x841qdxUqPaL0NV1WN9GjZs2LBhoxY4KtT39evXY+rUqVi4cCF69+4NAHjnnXfQt29fbNy4Ea1bt7b8Hjny+fn5EfcfGxuLBg0a1Os526gbdhZW4sdVe/HsRZ2P9amccFBx9Iym4kofUuNcKCjzHrVj2LBhw0Z94L2525HgcWBY26xjfSonLa75YAn65KXhjuEtj+pxRrwwC3/ePRjVfhkep3RUj2XDho0TE96ADLfDnh+iwVFJuS1YsABJSUnMSQeAPn36ICkpCfPnzz/i/X/66adIT09H+/bt8e9//xtlZWURt/d6vSgtLTX8s1E/cDpE+GXlWJ+GDRMEQcCG/ZHfCxs2bNg4HiAKAijZ+/jP6/DhvO3H9oROMiiKijKvHwfKqo/6sTYXlENRVLSxW4/asGEjDFo/VPP8UO2XUVhuJ5uOiqO+f/9+ZGZmhnyemZmJ/fv3H9G+r7jiCnz++eeYOXMmHn74YXz77bc4//zzI35n0qRJrFY+KSkJOTk5R3QONoIQEDSwbNQO9n2zYcOGDUAQgvPhxgOlWLKj6Nie0EmEP9buxzmvzdODIUd30anW243K9uJmw4aNI8SH8/NxzmvzjvVpHHPUylGfOHFiiJCb+d/SpUsBaBk9M1RVtfy8Nhg/fjyGDx+ODh064NJLL8U333yDadOmYfny5WG/M2HCBJSUlLB/u3btOqJzOFZQFBUllUdPgKwuOMLHecwgKyp2FFYc69OwYcOGjVMeAoKlQP+EQ3kqobjKj9V7SiAIApSjTH57c9ZWANr6Wt94Y+ZW7CysrPf9jnllDlbtKq73/dqwYePI4PUr8AVsxm6tHPVbb70V69evj/ivQ4cOaNCgAQ4cCBWGOXjwILKy6rcGrVu3bnA6ndi8eXPYbdxuNxITEw3/TkTM2nQQ3Z/884j28dK0Tcg/FOqgfrZoJ3YX1X4RPB799Ed/XFPjNuv3lWLwszPx+9r9+HrpsQncmE2ZSl/gmJyHDRs2bBxLCBz1XRIFFkh94pd1x/bETiJIAqAc5QAIlcHRceoz4PJ/Uzfgti9W1Nv+CGv2lB5zLReb3mvDRigUVYWoZwOrfPIxPptjh1o56unp6WjTpk3Efx6PB3379kVJSQkWL17Mvrto0SKUlJSgX79+9XoBa9euhd/vR8OGDet1v8cjKn0yAkcYqX5p2mas26fV6K/aVYyL31wAAHjg+9VYml97uiGfUa/2y1i4rRCHyr0457V5UI5CVD0a/G/Bjhq3IUX0GesL8MminUf7lCxhNmLaPfL7MTkPGzZs2DiWEAAoKvD+3O0QAMgKcNnbC/HeXLtWvb4gCgKO5pK863AlM6opo17fxztame9jnXDo/uS0Y3wGNmwcf1BVFaL+crZ9ZOopy7Q6KjXqbdu2xahRozB+/HgsXLgQCxcuxPjx4zFmzBiD4nubNm3w/fffs98PHz6MlStXYt06LYq+ceNGrFy5ktW1b926FY8//jiWLl2K/Px8/Prrr7jooovQtWtX9O/f/2hcynGF+qr7okVp44EyLM4/bPjbL3/vxdQ1+2qxL21vh8q9aPPwVFz69kLMWF+AVbuK4T/aPLsjAAU8jgfqfpVPRsAW5Dtp8Mfa/bjuwyXH+jRs2DhhIAiArCh4/Jd1UAGIArC35OgLn50S0M0GURDw7fLd+HnV3qNymIHP/MVq1Gnp37i/DOe8OveoHK8+cDytu8cqsWHDxj+NaB1uRTWWUR9povJExVFrtPzpp5+iY8eOGDlyJEaOHIlOnTrh448/NmyzceNGlJSUsN9/+ukndO3aFWeeeSYA4NJLL0XXrl3x5ptvAgBcLhemT5+O008/Ha1bt8btt9+OkSNHYtq0aZCkk1/mP9xE/sXinfhoQX7U+5m+oQArdxWjoLQaqXEu9rkgAF8v3Y3vV+yp9bldpGfmASA51gkA8MvB8z1QWv2PLkThJgJfQMH8rYdY3YtPVuAU/3lvfV9JFft57HuL8NbsbYa/7yisOKJsEh+AOBr1gjbCY19JNeZsPnSsT8NGBNz95coTpm93UYWvVsHTExMCWy9U9fgIoNYXakvZzJswBXuLq2resAYEZMUw99M9Xbz9cJhvHDl+XKkFASipUFBWjVW7SyJ95ZjCdxw56hV26ZuNExjPTN0Q9bbR2qSiYLTlA/KpacseNUc9NTUVn3zyCWuH9sknnyA5OdmwjaqqGDduHPt93LhxUFU15N/EiRMBADk5OZg1axYKCwvh9XqxZcsW/Pe//0VqaurRuozjCuH6bk9bfwAzNx6Mej/fLNuNb5btQrlXRqLHEfJ3oRZEMDonXvAhxqUFTbYfrMCaPdoi3fvp6Vi4rbDG/e06XD9iMf4wL/TWg+W4/J1FbIEOyCoc0j9nFRaUVmPZjiL0nTSDPc3Saj8OlBqzR4u3H651fWZZtbXQ4G8nvZF/fMEpiceVARgNth4sx5zNB/HpoprLRk4GzNhYgI0H/tn2hfd/+3edvrdsRxFu+iS8WOrRQEFp9T9KMxSEYH2zllGvvzn53Tnb8PAPNeuWHA3sLKxE20dq16ZMUQGvSUAp3NweCXd+uRLP/bERWw6WAwD26sHho6nITrXeVKN+pOLB9YHCci9+WLEHB0qr8cvfe5F7/xT2N7JbVAAV3gAOV/iO0VkCFd5Ttwa3vrG3uApbCuz2tP8kXp+5NeptKTM+Y8MBPPD96rDbiaJgyKJbsXS9ARnXnuQMxqPmqNuof4RbX70BBS6pdo/yk4U78f7c7QbXnxbVQC0o6+SPKBZRr9f+2oJ7v4neOFUUFQOf+Svq7SMhnKNExiAt0AFFgbOW964mPPRD+InnuxV7MO4DXbuBu/l0+5bkH8brM7fUKQveceIflp97/cfOaSwoq8b2QxWYs/kgDh5jwZ5/Ck498KOqqkEgcEtBGWRFxZ56yJbVN4Y9PwvT1xfg4yj0HU4GOETxH4/Of7GkbqKVTkft5yfeGakLej09HX//g5lQAUHjTeUEhI4Uv/y9F09OWY+1e4/+tVT7ZZSaHOq6irdJpusPN7dHQkGZF/uKq/C2ztbadVh31C3G/TNTN9Qr84rYc/+0m75hfyn7WVZUyIqK5TuLceeXKzF700Hc+pkmRhcw2QEA8OzvG3HNB4tRG/y1oaAezloDlQ3YODKc89o8/L27BPO31pwYsqHhtb+2hHxWG3tt2rrasdNorpm58SA+i6ARJQmCpW/BY39JNWbU43t4PMJ21E8ghFtH/bJSJ2POJysG57+8WnMqpq0vwOoojTRZd+r5DPZfG7WXptwbAM8qFyNQzMu9AZTpx7/mg8XwBo5s0fKGWfToemmB9ssqHPVMff9kYeSJh86BJqtNB8rZ31fsLMKbM7fCXwuj6e4vVxqyX8t3FuGDefns92NJFnr9r624+ZNlGPve4iOiGkdSxW3+wK913u/RADE0Zm8+hO5PBEWChr8wG6/M2IwHvgsfyKkL6ivzeSoJtYj/gAJ2fcF5BIyfn1btxUVvzq/Td8u9wSBT18f/qFNWN1oYMuoqAAFo1zARrbMS6rzPMa/Mwe9rtTlH4ub47YcqjkprztdnbsUV7ywyfFaboDePWZsKcOnbCyJuQ8EYRVEta62dkmC5jljVeb4+c2u9tkGirH2079gLf2zEql3FmPjT2hq39UdgK416aQ626gyC/83PxzUfLgHF4flz2XSgHIOe+cvAXJAVNSwTD9Cyf8t3FuHDedsxd/MhqKoasTyttkruR1p/W1BabTv70AQHq/yBiM/yZIEvoOD9IxTcVBQVszaFMnJ7PhW9wCEJVJtRXOkLeUdu+XQ5Y5BKNdjeKkw16rKCGz9eis8W7WQO/sgXZ0d9nicqbEf9BIJ50dt1uBK3fb4CflmFSxLrLIxClEyeghJNvdQ5r81DmTeApBgnDnGL0kd6Vm7ulkOGzEi4LMk9X63CWa/MxXtztcj/XxsPoqTqyIxCM3WQQIYT/T0g139GPRJEvfUQYDQ46Nk6JRF+2drw4lFc6WOO1Xcr9rB9yoqK8183GuaKqqKs2h/RwFFV1ZCFUxS1XjLgTkmAT1YgidZGY7To/uS0sO0D67sGPyArrGSjLpBEbTxVegOo8st4d842fL5YW1QKy311bsNXUBoqrrW/pBrNJtRPoOLgSdwiSFZUQ92vIIRnKB1PuOXT5ZixvnbZgqHPzQSgvdP7S6qwYV/dKKB+WWGGf1Gl3+C41zdEIVijrqgqBACNkj3ISY1BaQ1zFw9+uzV7Stk6wq89j/60FpN+jb6eMhzenr3V6FiqqsE5+2LxzojOwspdxfhisXVQd0tBORZu02rJi3Q6drh57vWZW9Diwd8M2wLEGgm9b98u342x7y0K+byuQQXAyOBIcDvYuT72c3TlWy/P2IL/Tt+MD+fnR9yub14aWurXGg7Dnp8FQJvPZm86yAx9/laUewPYebiSjelogpSv/7UVny3aiY8W7MCsTQWQFRVVERzj2iq5H8n9B4DTX5qNTxYeX4yoxdsPY9jzM//x45ZVB6KeM04EFFf60Pvp0PFUVu3XBDhV1dI+iAaVfhl+WcGPK/cwO762QfsGSR7LzzcXlOOJX9bhDY4WP2X1Puwt1s61JlZbQFEN7CK/zpCZsnov81fC2fonE2xH/QTBRW/ON6RGZ2w4gPzCCvy8ai/8soKdhyvQ4sHfsJmru3x1xmbD71aZFRWqgZK5Xo+MvfDnJvyvhkVz1a5ilFUHmHicFfiAWTh/+Nvlu1Fa5cdOrj79SOna4bIDXk5EDtAmgto46st2RCfEs2ZPiSWNThKC2QbecV22Q2uNR0JKNTmfXR7/0yAKRNF4q4i6qqo497V5EZ+n+XDztxaGRFR3FFbgud83Wn4/nFMvCAK2HayAQxRCjMb8QxUoLPdiZ2F0ugRWdszRyAIXlHkx5pW6KxWTOCHd0zmbDzGKZKsGCaisYz/QXk9PNwgy9npqGgor6u5cL9haiM0HyvDoj1r97q+r92PD/to7dbM3HcQH847vNlrztx5Cv8kz8PwfG/HUlHUQBeEfY5qUVAaDjoqiosOjv4dQpMNhzuaDLEMYLbYf0rLFsqLqqrm1+jrDxwt2oM3DwfpqftxW1LPTTqrvgDb3OCVRD6QIOPuVuVE7IGYnjtpw8pkbVVUhCFpA7kgykNsPVbJ5GwAckmiY0+//bnVER27augN4efpmy79Ri9GN+8vQ9Yk/AVhnkhVFRbP0ePb7nV+uZD9T0NcKVmKXNWUgy70BrNtrzJwt4brGZCa4AQANkz0Y8H9aCRuNxWjQq5lRa2j8R0sNzIfO2UlomhYb9f7IwKcgzRdLgkERupffLNsNILpgb4xL0p6nHuQLKGqNzL/aOE9HWorDPz+/rGDFztq3261vVPllbD1Y/+yVmlBa5Yf/H3Dg/q8WAmq1wW2fr8CMDQcw8ae1KCz3whdQcKA0dK2nINQbs7ai19PT63SsCm8AsqLiji9WYuXOYgC1T37E6rpUZnvsS923MN8nn6y9NxScmrmxAMWVwSRGtV9GjyenIaAneWgeeGbqBqgqMG/LqVXWYDvqJwiW5BfBr2iDNiAruPbDpWwB8ssqyw6NeHE2Plu0E9PXH8Dzf27Cou2HmXG/xKJPOtWtEUgMZvH2wxF7lpJzJStqRPoKT3ePJCzjlERDRu/PdQdqZUSR8CAhXJSNFrMg9V2BQxJCvh8OF7yxICr1+q0Hy/GXhcCfJArs+7zjGuw7q6LSJ0dF26r0y7j7q5UAgKd/XQ8AeGVGaK3Rf75djUPlPvyw0lrNv7TaHxLNtxIc2nSgHK9a1DIBGk3KymjJTomBUxIg6UyCHYUVmLdFMxKHPDcTnyzcicveWRj+ImsA/yh2FFZErM0t9wZwF2fIhsORZugl5qgHxxp9lhrrQqVPrlWAQVFURhWr5u5xQZkXK03v6LtztkUUZwGAh39Yg7JqPx75cQ0+X7yrTl0eeCzJP8zqYI9X0Pv+yowteGeO1qv7n0qp3/P1KjamAoqKcm8AlV4ZheXeGunkTkmsMyXWJytQVG1+vuzt2r9j0011f3QPtx0sR/tHf6/1/tbtLTWwSW75bDkOlXuRe/8UCBAMjgq/phRV+uucNaGyAUEAzvjvHPa5IACv/rUF1/9vKfus76TpKCgzOlbbDpZj4bZCQ8B72Y7D+HnVXo1azs3hohDameWA3mKu0hcIWWOq/DI8LutuNTmpMex7hPfmbg+Z3+gZA5q6fFGlD3/vLsYtny6HUxJQ5ZNxRocGaJJas4NbE4trxoYCjH5Zu4fvztmGcm/A0O0lQ3fUXRZleNGwMX5dHRQ9fXXGZvy57gAOlXtR7Zdx/uvzDBGnxdsPY1sNASyyPWgo8ZoLtFYR4yIatpfbIcHrVyBAy5kEFBVev8KCbjsKK6CqKj5fvJM9p9o4T0eaAebH1taD5Tjv9bqVvNQX/tpY8I/o0tz62fKQsVClZ4mPNt6ohYBaJHgDsoGNM2P9AWw7WIEP5+djX0l1WAFIemefmaolUA5X+FBVS/ui3Btgcy+V7UWz5lBXied+38i+f+nbCw3vMQXCAM1nUFWj/e0LaL+P+2AJ5m8tRLtHfkf+oQqUVvtxqNwLWVHhlASW6Z++viBsWevJDNtRP4HgDyhwiIIhGwxoWXD+RZ7481pMW38ALknExwt24PJ3F+Ker1bV+niR1GGfmKJR2mqKAq/QI3RA5OxnjEsyBA0e/2Ud+k2eEXZ7szr8c39sxH3f/M0i2OEi3RRl9QZkvS5Sy6g/9vM6A41xw/5Sw0S/s7CSLciRjEZmkHP3RVFUKIqKb5bthiQGDW9+G/qJnm2kTAx/Ld8t15wsKjcgJ9jqvNbsKUWVTw4pK+g08Q9U+4zXZBV7qalWlvf1P120A6t2FUMQBChqMBv33fI9LLgAaCyLmgIyNG6suh7wAYYdNWTmiyp8UTml5mxLbWF21BdsK2SfyaoKv6xEDMT8uHIP5nIZr+U7i9BbN/iqfLJWg6ffT/PzPlBajYU1iOh8vHAHiir8UAF8t2I3Sqvrlh09WObFT6v2/qOCUUUVvpCsXjQwGx4Cl1F/d842BGQlpCWWFT24Lqj2y2yc0vzgCyi4+dPleGrK+ojfdUhCnTNt2w5WYGl+EQKKigVRdNyoCTTvldVxvIx+eQ5+W72f/T7l730sg6NCNTyj4LtXt2un9YGWnJIqP9bvK0XfSdMxZ/MhCNCcWF7YcV9JNUqrjNf2ycKdeOiHNRjB1UFOW1+AZ37fEDLuRVEIKU8r1ufado/8jmU7ipiYGaDNM+FEYJulx6NFZrwhWD5zY2gJxNq9JWxMtX1kKsqqA/h88S5MWb0P+0urUeELwO0QLTubPPrjGoMjZSXAesuny5m2iJtzwJ+csh4P6gFBWhcd+rXkHwqdh/tOqtlh5c+F2ry5JAmVPhnLOTtCO/46Q3Cw/+QZhjXfrI9jRpXPuM5GUzbodoq63aDpzARkBYcrfOikC/0NfnYmDpX7WBaRB7HZXp2xGd8tt15XjmaP6DV7Sv5xWvy/PlmOf39de7uztvjl7334fe0Bg5hjlU+B7wSqUf/f/Hyc/eo89jt/5pIowB+wvhZzgOmM/87GoGf/wi9/R9/phzLqgBYY/nhBfsQkHeGWz5Zj0q/r8epfW9hctmj7YewrsWaRDHr2L2YHVvpkiIIxOEU/bzxQxtaYgKKyeQXQtaxMQb8zOjRAs/S4qK/3RITtqJ9AKKzwITXOxYyYr7gFgaeK+wIKPl+8C4KgGShr95bi2zCLQyQUWFBtCOQ8yYoSdX90fi1UFGN2YfuhihA17MMVvrD9ZM3q8PtLvNh+qIJFsKv9imUtMBkjE39ay+hrDlFAfmEF/rdgB1RVxcM/rMGol+YYggwXvTWfiXaECwJc/78lrLafD3JMnroB//n2b/z761UGg4lvNUH3gibk0ihq9K0W9tVhaqtpEnz61/VB1XkEnWSvTkXadKAMH87bbmjRV1zpw6YDZTWWCAQUBWNemYMFWwvx0rTNmL3pICRBMLAFJFEwZMHdDqnGbBnVYFsNM96JoYTL7qJKVqKQXwvqJYHOd+7mg8i9fwrGf7S0VjXrdB58+QVllBRdiTgSZfK9udvxK9dSjzegq/wyznltHtt3Rrzb8F0+EBQJU9fuw5aCchRX1l0L4pe/9+L2z1dAUcPrT3SsQ+Y1Er5dvhuXvBVZZMsKv6/ZH/IZXfuTU9Zj6tr9IYFBK3pwNJi96SB2FFawucsXUNg4pRaVWrcJa7EcPAAAb2VJREFUoUan1yGKda5dfeiHNZixoaBWjvVSncrcNC0WjUx1h9sPlaOs2l/rtnYlVX5W+mF2ZCuZo6Sy96ZTdhIARF0eYAVaH2jeo/WRjEhB0BxPc4mU+V6/P297SOnBGzO3aplVkyKxJAghcxRfIuANKNjPtb0ThVDHnm3rl7GloBwTuRpvYsR1nPg7ewcueGMBE28FtLmL9DBW7CxGeXUAbocEpxg6d/9vwQ7c+03QkbIKCM3efBCv/bUFj/28NoSAQu3EyFGlGcAqex7NGKS1qLTaz4LJb8zawtqLCggGXtwOYwvMPcVVhnWkw6O/Y5Fe408BgI6Nk9CjaQqAoDq816+gd7PUqIJhHj2jrq1jQXYMj0pfAN2bpqB5htFxePSntfDLCqas3m+wK3j4ZeWI2kzxV2B27Cb9th4P/cMtCs3Mihf/3GQIQNcn/m/qBrw3dzvGvqsFV/+pjHp9ocIrh2XyqWr4Lka3fmZs21nhlVHhDRja/b7wx0Z8tWQXpq8/gIu5tVNWVJz+4mwto67PewKAh39cG9JqrajCh4CsoNmEIKPnYJkXa/RuGit3FbO2zLw/0KaBJgZKczu9o3O3HEKMUzK0Q6R3+8aPlzH7V9bt80gmjcshIjPBjQ/mbcfbs7di1EuzWQnvyQLbUT8BcJZeL1vpkxHvdjDBlSkcxSQctcxhoueZ0TIzPuzfwmVh+IxgQFFDKO3hsgS8EZT3wK8hIlhWE1W/yTMivnRbCsrR8dHf4RAF/M05U7+t2Ycuj/3JfldVFVW+4ORN5y9AC4BQH/pqv4KP9chzlV/Gwz+swRXvLoRDFFkNvVX9u6KomLa+gBlm93Ft6QrLfcjXa2z4O2XIqOs/vjhtk34emtGy9WA5bv5kmeW114aiTQbhxwt3MCNo1+FKpshJ1zTyxdl4+tcNhmzEl0t24cI35jNnrKTSjxf+2KhfWzCYQ1n74kofDpZ5Q+pjCyt8qPAFDBO52ynq1KvQgI+Z5hnggiw/rtyD3PunYKrugKmqyu7HV0t24Wa97/SQ52ay74cjdBwq9xoMahob1bpx/+e6A+z5RUKlL4CN+8sYs4DPrHRsrDkfiqrqtY2hY4gvJ+HvBX/elPGjMoYKPUL98vTNWhmHXmKwYGthSJDix5V7GGtka8GR1w2SUJQKFaIYFDHjUcZF661QW2dMMvVVjRbfmZgUe4qr2HsOANvD1FHWpQxi1a5i5BdWMsffKwcd9c90J0oz9sUa9y+JQq3UuPm53lwWEQ0u1KnMcS4HM45on3d9uQqvzNjC5raArFieW7VfNoyFZTsO45owDkglBbBUlTFiaJ7RmBNaWZIAYP6WQ3jxz021uh5aF83rowrNwKv2y/h7d3EwgKI/pwnf/Y2L9XtB79++kip8vCAfgDYuBEGbI2iemre1EIqqotov484vtMy5+T2v9svM6DYLGkZTugVoTu8iTp+Ess90Xjy2HarAl0t3oW/zNMt9zdx4EK30un6rgJBTErF8ZzH+WHsAN5nWoZ2Hje9MXfVCFN0Yp/n2zi9WshK8X1fvx4Pfaw6mQxRYcFsQBKzeXYItBcEginks0r24W2cTJsc6GT2ftq30BRDvdsCvKJaMLcKczQdZRl1RtPaBPZ6cxp4TBV6/Xro7pBzwN91OK68OoKjCZwh4HyzzMvtm4bbDlm2mNuwvrbEDAIFssTKvcV7dFkWdeH31Hf9u+W4UlntDHPVPFu7Ayl1FEb97JJozhyt8WKWXN1T/g466qqr45e+9NW8YAQFFCVtC6gszzwIICfooqopYl4QP5+djtq7k/vKMLXh37ja8PH0zFm8/zNHOFWw8UGYIEnhlBQkeBwtOlnsD+HhBPs58eY6eyNLeq437y7B8ZzELwG3cX4YYp8TOl0oRKNNNehFVfhkuSUScy4EYl4S5HCOQtxWDGXUFfllBuTeA1DhXyPUrisZQdDk0Vuyni3Ziw/6yoyp8eixgO+onAChL+tvqfRAE60l35+FQupkoCHBJIlsArbC5oHZCRXuLq9Dywd/Yi13llw2U6BsH5Rmif52yk7jsu05h5iZjKyVLM8747xwUlntDsuuyomLTgTKUeQOQJKNBW1DmhU9WmAO2aPthtH1kqmGbeLcDkijgT64HJB+hVFQVh8q9mLelEHuKq9jkYWVE0TWbI9nLdhzG+n2lQZV5zpDiFxLzokbbbykox2+6M2qmiNemvZRZaAbQsk6UbeCvyScruFyPTD/4/Wr8ue6A3iZD+/vu4kq8rNfC88q2Zjq3ClVTcNa/99asbXhr1jYUclFUCupc8+ESgxASTfQ8JdHPZSWX6yJOM/Rs0u9rD2DcB5ozIIoCo4bzCBeVvuq9xQYHgI1TznCLxmFbsLUQp780mz2XpZzQFK/KLytqyMKrqioGPfsXCzh8sWQXWj74K75fsRvPcAJ+RZXavXtUd7ippeILf25ClV/WqNKKgv98+3dI3+6/d5ewhTFcWcuZHRvWeJ2AFuQ5v1tjABrTQYCA7YcqLA2tcAbTtoPlLBsXLSRRiFiSEw7m4GG/5mlomRnPWEn7SquZGFZhuZexcaIx9gY+M8Pwblb5ZcP48wUU5gQFWzNqjkdNQQet1Cn66y2vIy0dMPaEdkrBc+PfS/49eGna5pAgYkFZNQorfAYRsUjaJFZlL2Svai1HVTb3LNx+GF8vDd+L3mrsEWvCTMcM6MadT1bw4bx8vKC//7SLzxfvwmJOKA3QAjAP/6i9dwHdWePX3dmbDkJRVLR5eCp+0J1nvp5SVXVHPUDZq2D5RVGFD80m/Iof9QAcPz8kehxhrznSPeDt/gdGtw37HZoXfRb0WmpdyrPdbtHXSPMcRkPjmQs6WR7nT4tey4XlXpR5NXo+0dDD9UR2cGu8JAjYXFCOZziRqid+MSrMr9pdbL0fUWCGfIU3gFi3AwFZxYz1BWHX1LHvLUaC24HS6gBkVcUfpmuhAOqrf23Bt3qJG+HmT7X7VeWXsb+02hAQ+WLxTlZiQ2vaO7O3GRyNfSXVrANAJKhqMBFA9fikuTC0TSY6NE6M+P3hL9StzZWsqPhjbZCxdPdXq7BgW2HInGumMVuh2YRf69y9iC8XpKTMXV+uNIh5RoOCsmoMfCZ82aUZ1X6FlbT4AkqdWwubp0maN30BJWQd6jdpurW4pKriULkPu4uqcNX7Qeak2yFxyTXdVtX/18ak9rdrPliClpnxyEnRNC12F1Xi4R/XIqCozJb+edVe7CvR5gOyiWPdDnic2rOdtekgTnt+FgpKq9n7SnoR1X4ZsW4JJVV+eJxGfQ5+naDEWUBWsfVgBSb/uoEFAnjkPfAriiv9bKxRsNfjsNb+OFFhO+onEPaWVBt6bhOo12yrLGN2XADC0pXfHtv9iM6FJonvlu8xHOP+M9pox9bfuTiXgxkCsqJi4k9rMYHrI22lZGmF/5u6gRkIhHlbDuFf+iJo7oU+Ra/RIeeeDGefXkszuFUG+uSlGlo/AMAmLqqs6sJuBBZ1DCi47sMlBsVbusZq0yR97YdLsW5fKZuweMONd2zNTiRtT4ZXUYXPoMDMn09twRtYZnEPM/5cd0BzODl6s2CqziRBLDofuqWKGsyWhINfzz7sK6nGT6uCUenT9BY7/H2h/WsGtvZznE634rM9sqIaygrYsWTjddOCKorBzLR2TtYLYE0IUvxD/1bp0wJaiqq13jMHe2ih3FJQzrXvU3HXl6sM9WLm8hDeoCMNC6KLyabreG/udiZuFa5cJcHjYNnASHjs53VwiAJaZyXoGSbtc6sglpUzunF/GWMKhUNBWTXm64GF+75ZhenrD6DKJ0ddasPj8t5NQnpyN02Lw7t6S8iiCh9jmlz05gImyuiXtRKaKp+MtTrN72EThXTX4SqD7kO1XzE8F19A5u5BMGAjmZ7RxW+GZs005yR6wy9SYKGm+0bvX7MJU7Bqdwmq9GDFlL/3IcGtOYv8u1xU6QsRnOv11HT8bcrkm+dYIBiAq7YYL3SW2rG4OUcNZW/xMNM1AWDD/jLLriQBWcXTv25AWXUA363Yw87nrFfn4ltOm6JzTjIGt8rQzye4zlV4A4ZZMJwzwL8PfkVBtV/hmAPavHLzJ8tY/fAdX6wEYOxLTJm2rERjmYsV+HfttDZZAIChrTNq1BcBgId+WG3owDFjwwHLuZvWVrPTRWMvRc98bXxylOHvXy/dZRiD87YcwsgXZ2PEC7MsBejMkDgHm5g4/PXyzAIgdC4iFXyXQ2Tv66rdJYhzSfDLCvaWRO5DHu92oKw6AEXR2mLy4MvsyrwByw43b83Sxie/lnicEkuk0H176tf1TLxw1Euz2bpbGwc2QQ/ubNGDGbuLqizfw0iY8ve+sPPJ1DX7GWNnf2k1bvjYGLDzy4pB0wDQzp8fTz+u3GMZXDtc6Qv5LBpQoBXQSmp8ARXfr9jDWEwA2HoSCRVeOURkORL4831p2iaMe79u5QtGdk3w50d+XIO3Zhvntr0l1ZZCfeGmeFnRWG9A0O4kvaZZGwsMtuTyncXBzkR68E4UgoHbD+ZtZ/OwNyCjS04yArLCHO9D+nn1eno6s6fJvhz2/CzEOjVHPdYkpMmPhff1LjKUWDhc6QvZnjB/a2FIkKMuwfzjGUfNUS8qKsLYsWORlJSEpKQkjB07FsXFxWG39/v9+M9//oOOHTsiLi4OjRo1wlVXXYW9e02Tr9eL2267Denp6YiLi8PZZ5+N3bvrJvp0soBqBnPTNJpJapwLzdLjUOGTw9JprPoe3j2ileH3OO7FGPzsX7j4rQWMGsgvkA5JxJmdGiJ/8pkQBAFjOjXEr7cPBADEexyMXi0rKj6cn2/I9EUSfOnaJDn8H2F0VMNdpzeg4NNFO9iLXFYdQLzHoU8cQgjdr9IbXKgVBYbMmKw7JL6AgukbCgx9vWki2mSq32yQqN3nbXqGyWC4WQhpBM9bOy7NN1YLZl0ddSshs2gU9ukemssdiab48cJ82lL7T1WxcNthy+ORwebXFdHDOfO89gJPe6Tv51qIiAQUFX5ZDbk//D1ckl+E1g9NxbaD5RAFAT+s2MOy+HQv+LneqgZ7f0m1oV0fZU5Iy4BHpS8Aj0OCrGjnZw6M0O+yqkZcZKaaaq156lhxlZ/VqIejiJMQS7hj+GWVZQMjodzrR1l1AC6HCEVVWaDDislg1SbnYJnXEByxwrR1Bbj83UXYdbgSv63ej+v+txSTfttguK7f1+7HVxGyrDx4hoR2v1UcrtAM9kqfDG9AwdaD5dh2qIKNAVlR0e6R3zFzYwHOfFkLLHxsIcrEP88qf1CwcdWuYgN1kW67omr9YWUV+HLJTizaVmjI4D41ZR3+WLsfDlFkc0ZNtNAqn4w/14dmLQlWASira6DD8M8nNV5zIvh5ln8nWj0UbItGwUrSY7AKcpHDRdT3aXqv+M7ZSSwbwuYN439h8aypdWTfPI3u/e5VPUK2NYsw8WJl95gEsGiN+Jmjt3ZrkqJn/DVQm0TzmObnVb+ebaPWj6Kota78bc1+PB+B0k/3PMETvg0qocDCeO+RmxoxwEFYvrPYsH5d++FS+OTwgdaeuSmG32l+JYPabcpquRwi8h74FdsOlmP9vlJc8e4iFFb4UFAWSpO2gigILNNGQyraMpjOOcm6raHCzTnqgPbMqCa2pjKTQ+Ve7CmuChF7Hf/RUsPvVk4xtdxrlBxj+NyKpltY7kO1X8aG/WVsX+GYBgQVKv7eXYx/fbqMXcfl7yzC6zO3YtvB8ohjwGpuueWz5SiqsHaa/2/qBqbubV0KGJokoqA84Y4vVloGdosq/FBVFWe+PMegv1ATXpq2GfF6QLGaK3PkL9sqmGdGbcVRKdPslxWkxbuxrA5t8bx+JSQIT9iwv8xSoPFDi3a74dsSyyzBEpAVTF9/gLGMtBp14/On1r+0ZiiqyoLKPjmoL3Wg1IsEjwPVfpnVqPMBBKuAR1l1ALM2HQzJkFOQksfuoip2zvwcMbR1huV1Ek4kfYJocNQc9csvvxwrV67E1KlTMXXqVKxcuRJjx44Nu31lZSWWL1+Ohx9+GMuXL8d3332HTZs24eyzzzZsd+edd+L777/HF198gblz56K8vBxjxoyBLJ+ckv2LTHXil/XKsdwuf/KZaN8oCYA2SIl6aHZEp9w+AECoo7590mjcPqyl4TOnQ8TdX63EJwt3YEdhJRZvP8yMMD66KwpGo+3Vy7uhbUONZhXjlFjriLstlOfzMjQWwH2jWof8jZxcHgVlQTGehdy9+WBefsi2gFYT+uD3axg1prTKjzi3BJ+sQBKBeI8TMU4JnXUBowouMu6XFcOCrqgqEjxO5kTTxLftYDmbUMz9hYnywzLq3ETK30NFMdLfvZzjph1b+5xf1GtDfedhyCybjmcGPVYVwaCKOaP+mp59fO0vbRFUuXPmdRR4ULsNnx5lDydGZrxfFN0FE0e0ovr6AlrbELMBZHamAK2dyOYD5ajyy/hz3QGs2FmEy99ZpJ9/8P5aGTnfLt+N8R8ZM/kADA4XiRd9tXQ33E6J1ahX+2V8vyIYYIwUtCE0SvJENCSvfn8xaxFlrn81I1yQJ5xw2erdJfh0UdBBLfcGUFrth8uhBQZocTYzSoBQB3F/STWe/d26/+wFb8xnNEoaIwOf+StE6ZVw48fLDHoQ4UA14fSO+WUFa/aUsmPQe8uYN6ZSFfrffP8pS8Y/s2rOUZ+/tdBAh6QxJSsqJEkLOL0/N5+VtxD+2ngQC7cdNtB9zZoegHEOue/bv/Hg92tY9tuMCq9sGUghJESgWFN94IJthfjihj4Y3jaTBSxU1Rh4ogzhU7+uR/MHfjVmiqA9Y6JMlnuN59MoOQYOScDDY9qxYAo9e1UNpYdaZRmp5y6tcdkpoa3JIvVYNvfzpoABn7EVRWArVzZGQZz+LYy14HzZmV9WDfc/eodA25LqsVtnJViujWYs2q6tj7VJpF7/0VLD3HCo3GtoscrDTJWn78WEyXzRGvzh/Hxc84Ex6xito24+lpk1FA4ZeqBJVbVjlVYHkKcHeYsrfazzxd4witVA5CydmekY7p4BQHqcm+mi8MHDSm6OW7+vlDHoiqs0ZzkaQb7thZX4dfX+kHnKKYkR2+jyz7wtx9wLFwfx+mWWMbd6Boqqwu00PlPZgvrutSjLfHLKOvR4cho27i9jdlUkDGuTyRgjdInhxOSiqV3m1/1NB8oYe+O31fuY2CYPutfVVAZaB7OshUkrShCMpRxEK+dp9dG0RGX16HKQ5RVQVFz3v6VMpHHhtsNh2+iRzUV2CwBU+QKszBDQmCbVfoUF6MKt1QT6u5n6Hgm82CgQfo4Z1iYTgO2oR4X169dj6tSpePfdd9G3b1/07dsX77zzDn755Rds3LjR8jtJSUn4888/cfHFF6N169bo06cPXnnlFSxbtgw7d2rUlZKSErz33nt4/vnnMXz4cHTt2hWffPIJVq9ejWnTwtc6e71elJaWGv6dKDA7UFmmBTrB48D1A5oBAKNb8SJl5gWEoliJenT+25v7YdL5HZkjkj/5TLZtcaUf3y3fY1ALpYm1bcNEpgosCkLYzDhPZw7ICto3MtZJVftl9MpNZY49v5hYGRi9nprO6q9mh1EQHdEui/1MbXqW5BdBEDTKXLxbc7Zp4W/fKBHxupHKG1Y+U8umgKwi3u1gkx/Vbt72+Qo8p2dzaup/vmZPCaPg8lkdv6zgwu7Z7HfKxNCEQ4tHB05Fm5+LGnNR+pqYCPyYKizXjIBLw/RZNjvlQPC5DNKVlflnDMDQWiMcSJ3fF1BQ6ZMNNa280UDGJgA8M3UDiip8BhqW2XjJTYtlz4dXFPUFFK4WM9h7uKDMy5x2vrY4xikhxhV0XG7/XKODV/oCOOuVuVEvBFf1y2U/u/XsMwUR7voyGLiic35r1rawtLu9JdURF8GCMq+hDjCSgR5OXCic+vHva/fj9b+C2Yiy6gDmbSmE22EURNtRWKn1PI6wzz6TpjPRHyDYy3hfSRVW7y5hkf4XImQZb+CU+PN0hWW+XpWQf6gCT/yyjnV38OjGpU9WmZE8vG1mMMOrP3+mKSEHHWvtuo0U57d0Yym/sILV7VX5ZJTodMhlOzTxHppX6FbJekY9oChwO8UQRkuix4HSaj9EIVQMlA+YtHjwNzZmf9bfw3BGzOkvzcaVEVrONU0L3+KGRItW7CyGJAosAw6EBhAo6EH12+ag0LIdReyZ84HNb27qqzvjgtaCkLsn2w5VQIUaYri3ePA3mDH42ZkAtPc/f/KZzMjlsbs4fCvHpnrP8bYNEyEKCOnbO7BlOuLdDkOdMp3rvC3GwDpvWPtkmWXcefHLmnCo3GhEN8+Mi6p9J82NtY3nllb5DZn1cJRrcy0urX3h6kMpw2oWWwPCC9DymKWLYwFBh0tWVBRV+JCbFsscbx4XdMs22CbVARkJHidW7SrGsLaaUX9Gh4ZhHbg3ZwXnvJemba7xHAmRaOayquLOL1bikR/XMntKFIItqwAjM4PqnyssutgAWuDzI13k0K3fR7OjLomhNtrG/cFnzDuF/NgKn6ENUtvpuY96KVjjriL0mcqKCqco4OXpm1ntvFVgd87mQyis8GlCxZZHDyL3/imo8sshgXTeUV+2o4iVc5kTKVbgbbgLXp+Pn/QA3c2fLmdim3Q9QHDNqPYrBoo5gdal/pNnsHf5kR+N5VMBna256UAZpq07EPLO0lTR+iFj+SMQ6uTzeO0vLYni1c8N0J5pnMuouB4OtNbIigpZvy/5pja4sS4HqgOyZQ15JNA69e+RrWrYUi8n0Z/xeV0bh7B/AW2+ztTLg2qyw080HBVHfcGCBUhKSkLv3r3ZZ3369EFSUhLmz58f9X5KSkogCAKSk5MBAMuWLYPf78fIkSPZNo0aNUKHDh0i7nfSpEmMgp+UlIScHOus9PGIOLdx8KfHuyEIQF56HIa1yYSsqGioO2kUxY3UzocWS1oouzdNwWW9mhi2+fnWAWG/T4tzmTeA/7uwk3ZcwZoabEaFT8ZaUw/ksuoA3rm6B4a21hZNAUElet5J5CcV6klqpQbfKTvJEKmjxeT7FbuREutCaVUA6/eVYs2eUiiqNjkGFBXZybEYYqLTeAOKYdGSFRUJHofB0S2p8iPGKbGo67aDFSG1WTz+WHcgOJlw+6nwBtXQW2clsGNQv1ezs2Oub+VrECP1lHTpLYmofUe4jDeBZdRVlS0WdCQyxM1G133fahlO3sgJB0b51ne+p7gKzR8IGv48HWrpjiLsKTbW2v1tEgzKL6xkmb49ulG/o7ACrR76jU3ed3yxAk9b9K8mJwEAhrXNDMkUBGQF7R75Hav3lLBxUdOo5zNfTknAW7O2QeaEWQj0vMnZM+Oi7prBWVbtx53DNeYLUXt76xlAX0CLmkuioAsLhT+7daZ359KeOUj0OJhxY1YArvLLhgwJUSITPU7DorinqArLdxbj7dlbGbPiyvcW4fWZW/DhvO2GUgFCl8c1Qbm+k2bAJ2vCOV8u2RmyHY8/dCX+FpnxOE2fO6xojT+v2ov35m6HLKsQRYHNDX5ZYYGuPnlpzAgmRzyYUVfY9QPBmupybwATvvubjdv7vvkbj/20Tt9GZhm6aesL4OPmEeqrPe79xXCIAip9Mv7eXcIMM1VVsaWgDAkeJ8qq/XCIAoq4+ud352xjKtiE/MIKdH4sKMoXFyajfrDMi0PlXpRV+y0FjyKVv/BUQ5rrB7Wyph+S4UpjySpgRwYrtckCNIq2Cm1ONtcAf754Z4jxSuOrpNJv6UxS8NUqkxipBpWmF5dDxIqdxSFOcaT53Qw+8PvzquBcKyuRS1wiYf7WwoglYwRaE2g95c/bvObz2FdSjZFc3/hw8QTeiRvbpyl7F6x6tgOA0xFkl5nNBTNNviYQTVhRgK5P/In8wkrLwGSsSzKcvy+gsPeD9tEnL9XAzHpp2iZ8s2w3iip8mPzbhrDaDpGCC1aOf25aLByigMJyrZWsX1ZYyYPHKaHSF0CsHhyusnDK+X3yVPUfVu7BIz+u1d5L/R74ZMXQXlG758YbdDrnWJMoq7l/to9r28qvCb6Agp2HK/HGzK3MNtmwv4w5oIqiGsYB1fCr0AKwxA6hueH3tfvZ8+DPOxLLh5z9/aXVzCagu6KJyWm/bTtYzsq5onHUSXto1+FKlHkDlsxFhStfI9t0xIuz4AsoIePi9Zlb8dmindhTXMUSIx8tMJZPaboyIn5cuQfXf7Q0ZM6J1MGjc3YyAODKPto7fQ/nxM7Un6s3EHTUA4qKeI8Dny8Oloyd2claRJb6sSsqDKwvXoHdIQrw+rUadf7aIwUQgGCJDJ8QOadLo5DtfrylPwBgT3E1shLdePGSLmiRmRCynQBu7alFp5QTAUfFUd+/fz8yMzNDPs/MzMT+/aH9bK1QXV2N+++/H5dffjkSExPZfl0uF1JSjLVRWVlZEfc7YcIElJSUsH+7dkVX03g84Pe1xprDGKekGSyC5pD5ZQUufUKklyRSNIkcdYcoIMVCZAcAOuo0cCuQ4THl731Ijgm+rDXZDT/oLxuPu0e0QkmVn9XAZSW68eS5HXDraS0AwEA7n7a+IChgZ2q1xMMpiYbJggSAXA4RybFOQzsoRdWMTl9AgSQJhkyAJArwBhSDkbk4/zDi3Q5GGQK0BWzpjiJW4/b+vO2IcUmsVipSP3TK8HqcIip8MnL0TE7H7CQmyEGiGnzk+a4vV2rK4bLKJrtoa/XIWOutZ7RrAmU3SRgOCKUA1tQHndgSVvDJCka1b8DuxZ4aqG4HSqsNBhmfmTVj9mYtA0NGP03eWw+WW0byq/0yW3RjnFLIolvB0XSrfLLBWDK3Qjurs7bgJMYEF6H8wkpmjFCghIIZdP3h1H2zU2IhCFpNa7reO51aDfEsmzdnbYVLEiGralTGPCEnNRYOSWRZQrMCsJYNCd4LckQrfAHWtxkItnR8+tcNLPK+7WAFnpm6ERN/XhdCeQVCM377S6rxn29Xh2xnBp+RtKqxnLmxgBnlWgY7SLfzBRT4AjImnNEGbqeECq+Mcf1yuc4OwRp1IGgAkHG2u6jSYOgAQYOtyicb5i6/rDInuIn+jpdWByCKAjPcvtTr7P2yiuEvzNaFxkLftSctAkyHyr0oqfLjzI4NkeBxoEfTFEy7ezAWPzAMyx4abthWYzzMx4t/hmYHIznqDZKCjB1yfM2BLGLFUNCDZXAsBCHpXpnfX0XV1pKXLu3CPiODzzzF0Tp3ydsL8PL00Ot58WJtH7QGhFO9pl6/BApwxThF9MlLNQiKEvj5lp+P+OBFmwYJqA4EKcJ8jXFAUcOWaxHC0cGLK/2W2atzuzQyXMvVfXPxzU19MbJ9AwDAxifPCB4/AiNo9MtzIp4XgX+uGQluyKqKH2/pj4x4o+jdU+d1ABC0PbwBJeSdj0R9H9gyPezf+ICTFUPBzKbwyypi9M9uHNQcgJbZ453gl6Ztxr+/XoVlugp7OG0Hun7qfsFjw/6ykM9aZMZDFAW8OWsb9hRXhYjKVfpktp5bjblq/bMKb8DAYpn8m5ax1QK02j5fmbHFwNjzBmTLLL+sqJix4QALXO0vNQbIyN6b9Ot6/N/UjZAVla11y3cW4/+mbjDcH3JAzTYBsRFo3PH10gCwdk8Jdh+uRHZKjMFeCFcjr6oqej2l2TDbDlYE1zo1eL0UqEqJdbHv1KSLsvlAGWOQDtQZg7Trq/o2ZczFyVM34C6dUUmsy+JKP5bvLILb4t184PvV+ukFnwmNuQ/nbWe6MhXeyOdnBbr2J8/tCAAG7QyaX8uq/SzoHJCVkPkjHHNCVlR4nFrZBF9DzzNjqc1lSZUfPllh7+sT52jv/cSz2lnuO0530Pl39LJeTQzsUCAYrIl1SQZBTytQedIpTX2fOHEiBEGI+G/pUk1Uw6qmU61BtZXg9/tx6aWXQlEUvP766zVuX9N+3W43EhMTDf9OFJjrUMwLml8OUl2v6puL5y/qHDLQedDkJQgCVjwyMux2ACypZPzCmBSjOfp8JpLHTYObs58bJYfW1NGETJHXRQ8Mx6W9mqBrjhaImWtS6FyzJ3LJwrh+uSxLTjhc4cP5XRsjK9GD5BgnSqv8ePmyrgDA+qGu21eKjfvLMFWvje2cnQSXJDL6Ko+UOJfBQKf+y1Rr2TDJg1inxCZFfnIzZ7ppUZt4VnsAQHaK9ty+Wbab1cpR5Plerg73ez1Q8f7c7Vy7p2D9dqRMal3qpwAts6iYjhUtImWgfAHFMFFf/FbkfrHX/W9pVOwNIPjuuBjdWXsmpVUBywzON8t2s84CMS4J3oCCWI7Rwvem9foVvDFzK3NKJv1mdKBa6x0YrHp/AmBtnogRUJOI0WeLdwRrQPVFlq7L4xTRJScZgPYuOiUBB0u9BmZJFWcE8pHun24NDaAR7v5qJT5akA9VVVmfV83BDZ7rHFP5yTecYraVCFVpmDpL6kUNhKd4muGXtX7zoh5UM2PcB0swZzO1edEySuS47zxcqXWAcIhwSyLKvQEkehwso05GFDmDVD9K8x8ZDGQYHyr3YXH+Ybzwx0Z4A0ZtC58cpL5LAtA0TXPW+ZZG/LY8wnXt4EH7nrf1ECRRQLOMOLTIjEdmogdpJqcJ0FpyllgEEM2OevemwYA4rzhOz9XcivLc17SSB8pa0XtPv/Pt6B4yKecT2jdKRMfGSUiLD743dI/Nfa7JGNuwv8yyewi9H/T/k+d2ZIESQuecZGSGqfeOcUrwOCWLun6BiY7edloL3H6axnAxtyW7tn8zVPtlyyBqpHpjuu90/yaf3zFkG3LCiALqlAQ0SYtjDuJNg5vj7C6N0CPXWG+/5EEtcEPMDhqLdQFfXywrKoorfeick4wEjwOTuHOmgD4FJrYfqmDrYpecZGQkuCMGtCMRD/hSICuGgtkhCSgKy1qT3cEz4nhU+o3BOjPI/olmPcpNi8W09QWQBIE56PzpehwiKn0ym5+sMvJVfhl5E6YYBEX5PvJOSTTMg3R+gLa+qFCRe/8UzN18iM23flnB+3PzuX1o10LMLm9AC0hLolbitO1gOYY8N1PXQKGMdWgZlfa94O9vz96GzjnJIUmkABf8r/RpPbb5IMXEn40t90jbxFxuY35C/DOj5/Pvr/82zHuvz9zCui0A2vz37pztIddCtl2c22EQJV67T3OC+X3+vvZARHuHZ0Z2ePR3fLV0Fyb+vA4HSqtZx5ZwoLF8/f+MwoXm8ScKwK1DWxg+U9RgqaRfVtk7QHBKAga2TLdsBRnncrA5n4K0/LrfNC0W1Vz5wcfXaUxqsuvG9W8Wsk9BCFLf+QQZzwwlPS3a7uzOxmw7z1Ys9wYMLMFwrXhPVNTKUb/11luxfv36iP86dOiABg0a4MCBUPXZgwcPIisry2LPQfj9flx88cXYvn07/vzzT4NT3aBBA/h8PhQVFRm+U1BQUON+T3RQixnmaHN/I3vY5RBxfrfGmHb3YMN3zdGvaGEVGbRaCMzOMYFatQGhNLHzuzVmL3+4KFm6hZEZCed3awy3QzRQdBfnH0aMS0KFN4CUWBdKqvzoqjs1sqqyun5+cYhzO1Dll/HcH6E1sqmxRseLhMMCioLRHRtgX0k1PC7JktXAB0l40EREkcN2egCDJk2XJIZQ0gAY1GcpMxfjlCLWJteVbunnlD7NLI+aEOmI3oBSqzEJBLO20SDOJbF7RIZ9pS9gGcrgKbIxTglev4JY7h3gjWtvQKs3JSfJTKX1OCXEuSRkJngw7/7TDH/jn8/S/CLM3nSwxggwf2yPU4LbIXKOumR4Lx2SiDJvAAkeBwpKq3Hxmwtw4yfL2BgnGvPzF3VmQR3e8CJsKSjHwm2FaDbhV8iKRpdv9dBvTBG2JkTL8jAj2iFaXOmDomoiM1aiREDQ0dayeCri3RILWFCrJioHSYxxskDCvC2FunK+Pmb0MfQfPWBGn5sDD+/O3Q6XQ0SxKchXwRz9IEvDKmjxts6wUKEZjpHE3whEKy2u9EOWjcwHIDSrCFh32/gfR8fslJ2Eb2/uh2l3D8KGJ0bh1qEtsFTPzpNhaM6+0bgmJ7a5HhDKP1SB9HgXHJIAmb2DcoheCQDcObwV7h7ZGm6HhGl3D8bBch+2kiOgj4sX/tyEy95eaDB6rQIPBHqvPU4RE882ZndUVQ0xrP2Kgk7ZSZBEAZIghAQwBCEYTLp5SHN2HRd2zzYIgomiwOpWzej5VFBT57yuxowsBYNonPDfzk2LRYvMeCb+RHOAIAiG67huQDN00imxPDIS3Hjh4s7omZuCPnmpuLRneAp8OFzWqwnaNUw0GMMfLchn75pDEg3UejN1ePWeIIvi1cu74mCZl7GCxoSh4IYD7yRaJb49nF6DqmqOEgVrKAiWFOPEoTIvbj+thSGQQwFJq7V8zn1D8f64HpbXZ4XkWJf2DohBR50vOxMEAVX+YJ2vuTQJ0AJyigrD/Dv8hVnsZ0mnIAMacyedC3Z5A8FA+5wtwVp/cxs1+n7fSTMAABe8sQAPfL8a09YfQEBRWfBXEAS2P/PaNaR1Brx+BYtM60TjZE+IEntQFJBamIpsPnM7RKa/RHiN00nhYdbyCegdJ1ySyOZqEqCVFRVT/t6Hn1buxXJdoX3X4Ur8uHIPYzbx+D+9xlxWVDZmqPuPJkzoNyTHItkz5ntFQqhfLN4JSRKQkxo+yUaJnml6Zw9KhJmFC0VBwBV9gu8faRYRAyqgKEzXBdDsAa9fgdshITk2NLEQ65bYnG+1buRlxKE6oDCmCiGcVgoAOEWRm5eD2/G+AOlo0TtxbtdGePDMtuzvP90WTDLw9tcbV3Q7tWvU09PT0aZNm4j/PB4P+vbti5KSEixevJh9d9GiRSgpKUG/fv3C7p+c9M2bN2PatGlISzMqqHbv3h1OpxN//vkn+2zfvn1Ys2ZNxP2eyCAq3b2na6ro9MKo+j/JlE0SBIG9ILTo8Y5BnCt8zY8ZVpFB6lsOBGsAU+PcrAeoGXRsmuDm3DcUAHDf6W3YC2p++QVBM1Ii1SfxoAVJFAS8fVUP3DdKCxBQrU6sS0JZdQApcS5s5WrIifoOaAYbUXTcDjGEDtlNn+xS443XSU6gL6AgSc8cxDglyIqKi3tkG7al9jrm+0qTE01MNwzK066HFOOjiA7SNpGUXYG6t3QDgtTTg2XhlXGtjxn+/H11cNTNsLrmh8e0Q9uGiXA7JeY48AqoVgEL/jzcTokFeQg8bZt/53LvnxJiWKlq8Pk1MnVY4FW5C8q8eOHPTREz6uP65aI1Nx6LKn1Q1eA4cjtEg+AVC4BJIlbvKcHi/MPYWRg0aOm80rm+swKEkIDK37tLUKzXR/NMGl6QLFJZQ13pZ9FGw5+csh75hZXwB1TLUgbaV7zbgUqfDEXVaJDEPiBDjp67UxINLb7iXBLLGtN9II2NcKJ7lT7N2C6pChiMN6J6a5mH8NdEbRwrvAHM2XzI4NTw4Pt2UxCnV24qfLIS0jP7m5tC10aa9174cxOqfDKbFxI9DmQkuPGTrlPSIjMBHqcEhySywCm9b6RRQaB7RE4sCXlOXbsfybEuXTwveN9qYgu0yIxnAcrhbTPZ+Hx5+mYs2FZooNxOtWAnmGHFolFUNUR9uNovs2yNIGjZ69tPC2aoBAS7AzglkZ2XKAqoDsiM+ukIw/Qwg6i5r1/RTd9/MHjWODnGELjyBhRDkJH9rBqzUZFa+Z3fLRvjB+bh8/F9ouqvbsaQ1hm4uEc2lu0oQtO0WMy7/zTcPKR52O0jObKkyE/zGx/Qf+mSLgBCmRThYKXNQ0GrWJcDFb4A/Fwv7xinhAUTToMgCPDJmhPGs4Ao2GZVJpCTGovuTVPRq1lq2Br2N/TnCQCntclE5+xkBBTVMqDglxVUeANMk2hHYSXS4qxtDXImr35/seHvTlHAxgNlaJ2VEFLjXO0PlmrxFHi/rt3BtrOYR0nAsaC0mpXC8YFd8zyfFue2HPcepxQSvKXvyoqCCl8ATofAAsrJsU7E662/Pl64A6/OCC/mZ3bMFEVTKXc7RUPrRUC7F7d8thwb9pfB7RCx63AlBj7zl2W5FbUofu2vLaybEpXfHSj1Is4lobQqYFgHSyr9WLz9sCVLI5wDSWPPbAfwtePxJu0Rso+HtM7ABD0p1jk7CenxbjTkSpUu7alpctGRv1q6y/DMJL0FqMcp4t2re+Cvfw8x3YOgdo0VW5PYFi7T/BpJXM4hCWwc8oFk3pZLZPYyMQETMLpj8H4QKyB/8pkG5qpDEk9t6nu0aNu2LUaNGoXx48dj4cKFWLhwIcaPH48xY8agdetgG642bdrg+++/BwAEAgFceOGFWLp0KT799FPIsoz9+/dj//798Pm0CTMpKQnXXXcd7rnnHkyfPh0rVqzAlVdeiY4dO2L48OGW53KiQxI0MRiKptFAVvSalqQYZ1ga3bldtEg9H22K1DbEjCv7NI18bvq+XruiKwskmDH73qH4865BzCgjSqPHKaJvcy0QY84w56TGYtNTZ2Bcv9waFcwB4Pt/aZE1t0NEosfJXnCamGJcmoLySF0N3imJaJ2VwGizgObMX9U3F4Bm+PI1Zm6HiKt19W5zRn2KLrbhlxXGMKAJypzloQXIvAATBS9R/z79bqYOm78HIITK6ZTEiHoBR+ao6zWngdrtw+zUDGgRrDnUHAsxLHuiB0e/NdOyiHlgdb2ZCW6s31cKt0NkjoNfVpGgq/Zb3QdeUZqeIW/c8xnE23QV+HDQ2BrWDApz1HrlrmKDmiyBouv3n9EGD49ph19u05ynwnIf/EqwznNzQTlz8ICgA/TEL+twnU6T45VayRh2iAJbJMM5j/O3FrJj8nBJIpJinCw7DQAvXNzZsE21X7bM5taEn01dBGpCQFEshSUBAKpm4FT5ZKjQgmW8U+FyiOx+mfvYJnic2KirX1PLL3O7NgI5/4DmMFX6AgZmz+O/rIPHKeqOVvBmm8chvWNL8rVMz0XdjcE+QufH/8CjunATGYSNU2IQUFRDjSIAA42cQFPLy9M344aPlxqyxuO4TgVW4P3rGwfnhfy90iejY+MkFFUEld1dkgiHJBrum0sSWdDqzI6RM6nT1hdgtame3SwkycPKSHSIAjITPAbKZEBWkehxME0JQHPCeYPRF1AMta1+vdVRRoIbDl24keD1K8zx1jKcco3OMDlnybFONEzyGNboy3rlQEWwNZEvoBioruTgOiRji0urkgceVKpoVZ5SkwK7yyGyzitf3NAHjZNjcFXf3LBlNNEwZMixo3fm2v7N2DMI931yQAAtWC8rKu4Z0Qpj+zRlz5+Cfm6HiGq/YuiKkZ0SwxyaQ+XekPfmqV+1cqaAoqJfc2PSiNAnL405aae1Meoy9W+ZzgL+tw9riekbClDllw2Bi8wEN3o1S2W0dV5Ya7BJ3LbSVBLEq+ADYNflcWqBWzrM0+d1NOg78AGyV2dsMXSy4Kn0BJobNuwvY91PRC6j/ohexkVIj3eh2i+HiIk5RTHEETVk1L0BOMQg9V0StPaVbR6eioXbClmG3twFwQqy3lXBKjj3NzePuCQRV3+wOGQbQtO0OAxvm4Vnf9/InL9rP1yC31ZrgcE4twPfLt9tKN0orPDh4rcW4KHv14Ro1+QXVuDmT5bBDLdDZEk33s7j38VkTlOqBycCfXr7BrhRz65/96/+IYJs8W7te/Smf7Jwp4EV2a95Gro2SUaPpilolZUQUqJJZYBX9G5iCJptfXo0Fkw4DU79PX1wdFvm5H91Y19DAJTe1Wl3D8YjY9ppbCUpNKPulETcODgPX93Yl80FMS4JqyzKdPm5y7z+RtLgOBFxVBx1APj000/RsWNHjBw5EiNHjkSnTp3w8ccfG7bZuHEjSkq0l2b37t346aefsHv3bnTp0gUNGzZk/3hF9xdffBHnnnsuLr74YvTv3x+xsbH4+eefIUm1Uw09USCJApqkxrIJjTnqejY4JzXWsg421iWhQZIHkihEpAVGwgUWIilWcDuksNmRnNRYtMxKYMYKbUe1WJGyqVf3y8WgltbKwkBQHChJn8DM+6KosiQIKK0KsIXD5RDx+12DtDYxgoALu2drLeb0e2uORifHOpkRFE5R2c8Ju1EW1lxnRvRXMyXIydXKAcEJiK8xA6zVdM39dCVRiJixqw0duaEpEzxdp1zVNloZUFSmSAoYxXd+XrUXLodoWRsFaIYQwWx8Un3lq5cHMxdk8JNxsa+kGk/pAly+gKz3Moeh7Z4ViMYVbnxuPxRal2c+7/EDjU7M9HsGo1N2Ulj2CWHqnQO1Y+vviksS0a1JCjo0TgIApMQ5oapA24YJ+O2OgZhn0nIIp7pMoHdQEICWWQnY8MSoGsUgW5qMrsQYJ3t/ztUNA/M8VOGVQ2rhokFtaWt+WcV/LcTEAL0do8eBSr/27jklwUCvc0kie//MXR+SYpwsaEBzQq4+5rSa92AwhVcvl3VFYN54ALTMRJUpo25mD1AQjLIn5r7DPIiqTtl1QQgV/QOAhkkxOL19luV3AS3bT9d385AWhkCaFURBQMvMeLx7VY+QbXs3S0W5N4C0eBczqKt8sh4QMRpQTofArMdx/XPDHu/Da3oC0Epe2nGZq2s/XGq5faMkD9Y/McrwWVaiG4keJzo0TsKCCaexddSnCyu9cllXJq66Q1cQL670M10UMrjHdGqIsuoAZEXFuH65EATBUOfdMise7XQqPBneNQkgBTsRqFBVYFDLdMznymX65qXhiXM6YFT7Brh2QDPcMCgPDRI96NE0BUO4bim8Q1sTs4rAO6fE/GnTMMjeoQBq72apbG5162KVQDCr5XFKllR7wDo4/OrlXdnP/ZqnMWeRHKtHzmpnWcvN4/ZhLdnPSx8agUPlPuw8XIkR7bLw8BiNHWfoWy9ogRmnJGDa3YNDAqhmsTVS07798xVhdX/uHtGKOUnmO+4QBWutJu7nJqmxcErBsoU4zjYwi/LN3Gh0zM1wcDYWjSUgyDi0Yue8P2+7IUBtRS2noCEALrMa+lxJYyct3gVvQDHoWgBBxgkPskcUVUWlX6tRp7lIFAU2zgIcE6LHk+FbMavQ1mxF0Z61VaD46V+DejIuh8gYd1bQmHLaORwq04LVsqKiUGdIEUOV5n/+vftp1V4MeW6mYX9T/t5nUE8n+PS68VdmbGFiykDQBlj5yAiDLeJxSpbXJlmMOZ5ByiMpxomLe2Tj2gHNcM/I1pa15PR9b0BGWrzbsDZLooCGSTHMbm6Q5GFOfq9mqfA4JGTqrL1L9aBCi8x4XDugGZySaJlRd0gCruqby4JX7FwthK/5e908I2ifDGiRzo53suCoOeqpqan45JNPWN/yTz75hLVZI6iqinHjxgEAcnNzoaqq5b8hQ4aw73g8HrzyyisoLCxEZWUlfv755xOq3VpdIAhBJ48G55c39sG/hjbHNzf1xSU9Qq9/yYPD0aFxErY+PRqdTCru2yeNjvK42rGuG2D9AtcGtC+HKGD7pNHsJdzEKdFa4aq+TQ2R6pRYJzM63x6r1YhRHbHZqaKFZH+pVstNVH06NtXWawrLwQnI3EKuYVIMhrXNxHldG0esIaKFkiKisqKy1ln8+SiKanCCJd2QI9V3MuzMQQErg8/8UbQGWjQgmhstFv9jiq6hCxtlvv+8axAAYLBesjHxrHZQVRUxTgmvXt4VDlEIaZHilsQQh4UyGLQI9GueFlIyQOvRqA4N2GeDWmmOA78mFej1nH45WI9qdgYncHoKQDCYYqZTUjDF4xTRsbHxvRo/MPiedMlJxi2coMuPt/RH01Stx7sVMwIA/qVneikjR8/bzIK5oFs2Pr2+N0a0a4C2DRNDrsUpiuicnWRgIxj+LhFlnq5F+z9S5st8DofKvQgoCkRRMwC2PT06hEJ82TsLWfDKnJFqkOgxlADUJGq1QXe8qL7+iXM7sL99vnin4Z7O3FiAsTo9f8P+MsS5HfD6FXj9QYeRsL2wgs0bHUzPMynGibYNE9E8I461b2rTIBFZiZrB4nFIrLcs34Zr/b4yBEzvPqAZMgUWomc8qP6Q3od1e0tqnCOplzsZPtQGiwc92xsHhWbA1+4tZcbvzUOao7MpwGCGQxTx592DMbxdFga2zMDwtsEgABm+jZJjsPNwJVrqStcuh4hD5T5M55TPHWKQ/RNJkGsrV4cc65LQy3RfzbjEou560QPDmbEnCAKWPzwCgOZ4kLNKAb9thyqwJL8IS3cUMRYNCc6xci1O+Kltw0TMvlcr6Xr9iu64aXBzFgyo9mvZ+dZZmvN7dd8gS42M2qA4nyb4JYkCGiXH4ILu2eiUnYy8jHhc2acp3hzbHbcMbYELumdj0gUdMZbbF89WeOKc9hHvDw8K4l/SIwff651Z+Gfx7tXaGvvFDX3wmk7ldjrEYNA5it7JVtR3Yr0BmiPAZ1opC033Nxz13YoN8Nua/RjUKgOX99bGAF8eIQBMFLOm1lGioAX5Yl0SFm0/jOIqP9o1TIQghG9t5zd5QpIooHezVPyX62AAGO+HrGpUeJqT+cAmzzJrnZVgqQTfOTuJ2RJUry8I2nWSk0sldzRHmbv9RCvOCgQddRWhQUYKjqfHu+ENyCH7nbvlIFOu59uyfrQgHwFFQaVX1qnvQVuXDhGQVWYnRYLWllQ7NwrCmWHO6ocrmzKDymt4R5jEZilIbaWsz8PMgiBU+oJlD6e1yWT15zSXJ8e6DON97pZDNT63j67tBSBYomrOMjfPiAv5DoEPiFLgZ4nOaDAL1YWzOZNinVisi1ea5wBZCSa2eNYDH2SWRMGyowLBIQosiEtr+CfX9YZDEsMmDk9UnFxXcxJCG99UQyWgZWYCxg9shoZJMUj0OOGUREs6O+/k0QtNDm80yvtz/6MZHlufHs36ShL65qVZGnw14d7TWzPKXbRIi3ejSWosy+j1yE3FW7qDTk6XQxIx576hhuzy1DsHsqzUeV01+igtgmSoK6pGfZdEAeGSeA+PaYevbuyLWJcDL17ShR1jyu0DmHFGoKwL1d3JimqIxIuidg8Gt84w0EuTYpyGbB45/B4TbYvPlGYmuJEe70JuWpzBsI5xSpFV3yPALGpE+O5fxhpXKzE5Uh9umqZN/v/TFwmXQ2LCM2M6NcJLl3ZhJQ8El0NEQKelEz6+rjd+vnUArtANrjYNEhHjknANl3kzj6Pp9wzGqPZa1scqi1NS5Q9LxT7bRBcjg9zcaaB5ZhwaJHowfmAeshLdbJFKj3fh/jM0oRPecSF0zklmtVMpFoItAHC9noE3K6zymHhWO8Q4JfRvkc6Mg6fP62j43+UQEed2GNq28aDxn8s5xzW9kua+1t2aJGsZdV0cSRQFS6OIFuNqv2xojyWJAiZzKtk19ab2OCXkTz4TH1zTC1ufHo3BOtOGIvZD22QyOndhuc+gSusUBWwuKMfmgnKIgmDIUu86XMkCUWQkUDaOqIa9mqUxYy6gaEEnv6wgxiXBr6jsvYl3O/CvIc3Zc3OZsmQpsS7sKa4yjNtwRg4Zkx6nBJdDxMfX9aqRQk3zg9X7P1wv++G1Dt4xdRSJFmZ7eUS7TGbYFVX6UOELoGlqLLwBBdcOaAavX2ECWCt2FjOn1SkF14JIAUYqWQK0ubKmWGQ0mhdJMU5sfXo0LuyWw1g7vAHvNB3E4xQxfmAzxLu1Gv4+eWlowAVbm5gCTQ2TYiAJAgorfJrmCulJOCWkxrnQMjMetw9roe9bGx+KqmVBab2ecEbbsL3qh7bOxDldgvM1z1Y4v5t1uYQVyqs1LYX/u7ATshI9uLB7NiRRYCJeDZM86JydZHROXBJGdWjIjhsJL17SOWS+B4BWOpPHDLq/QDADqKpGYVoCOaLkkADGcTSqfQNc3TcXf9w1CF8v243lO4txoNRr6eAkmILiigrsLKxkNkR5dQC/3qHZFLkWQcWUWKdBeBTQnLaJZ7c3PCe6HkJAVqFCZeODZ3qlJwTXiUt6WiejDpX78NWNfQ2fCRDgl1W2Bpq1fsyB3XBtGa3KGSkYdLjCZxBOdIgCYy+kxbtRXOlHpU821Dt/eE0vFmyoYF01FDzy41qDmFywQ4bA9G3KqgOGMiuzEOX/ru2FRkkeiEKwjKLKJ7NyQuP1B9/zd+ZsZ9oahLfGdsd/RoWONwB49Kx2hvmIbLTb9M4PtTBtDaj0ydh8QCs7cEoizu2q2SO5aUFn2hyosApU8RjUKgOLHxzGbGdzIAkI3yHo1zsGYu1jpwMIJrTuGanZeKSdETyvmi/aPMYeHtOOJVgirf0v6C02rSAIAmMU0Tw0IEIrxxMZtqN+nINerTM6NMDCCcPQIMmDB8+07ksYDg2TPOjWJBnvj+sZ9XfI2ZREwRBB2/DEKHw2vjcmjG4b7qthcYspEhct8jLiWMsampzyJ5+JtHg3M9pyUmMNxkSbBolQVU3llqLn5EjQdrLenk0Ugv1HzUb6+V0bGww/yspkJXpCjLM7h7cyfJccGcJ3N/fHtf2b4bQ2WcwpA7Ts64fXBI0NlvF0hp+YC8q8OFTugy+g4JVLNRphk9RYtNezgp11FgV95Q6OJhgO5vYXhAZJ1g4fj34tggJKPDxO0UDLHNOpEVpkGoX6XA7NgY338MElrZ88OZtOh9bnflT7Bkxsz7w8NM+IZ86KJd3yry2GrO9d+vMCwGoVSTSKxsoovQcxL4oY65Z0toGALU+dgdPbZ+FQuY89a8pCWUGFsbc6jxinhLYNE1mGr1GyB8PbGusex/VvFhKYG9omA72bpbLMiscpQlW1BdaKDUPjmS8lECBEFKD6SaeAU313q6wExLkdeq2i9j0rlVcKjpVU+dGCo6c9dV4Hg1BObUoyJFFgmQYKSFb7FXicEi56c35IyclSvR+yrKj4eukuwxi99bSWQSdK/5/ug1MS8easrYhxSkznwydr7Z28AYWJRlL2bs1jp+PPdQdYrbtLL8f6+Prehvvz3EWdLI1gOv61HAWRnJaBLTNwz8jWuLJPk5CMnihoGZALdAfNKptwcY8cPDi6raGW8imOAgoYxa8iwWyYXdKzCdNPoPZKFERyO4xsmQ6NE9l9uKJPU3w+vg8AI+WXR/7kMxnTCNAyV2bNC3qPP7ymJ168pDNGd2yAaCCJAu4Y3pKxfzplJzEBM37Ov25AM3TOTsaDZ7bDA6Pb4sVLuuCVy7riYgsmm2H/XIcWJ6c7EuuS8Ofdg3Ful8YY1y8XQ1tnYsmDw3FaG00wr7a2/s+68J+iajWgsRHUls0IKKrhWrWWpRpjIC89DlmJHvyo7x/QSosaJ8fgQl07oaag+3lds5GdEovnLtL0K9o1TNSC6kmeIJMHwfn1juEt8c5VRjV1FcAsC9o3Bc359YlnOb05tjsaJcegVVYCGifHsDXRnHjgwY8sXuWc2tmZ13TCwgeG4aExbQ2aEtE4MKv3lEBVg0E2PrsbZD6JIcEpYh3sKa5CpoliTgOIHFazo27OzBPjzJz559vrEngnl9dtcDlE1hkjLc6FP9YdwLIdRYZ65xhnsAPLG3p3CwoaKIqKSl/AkJEWxaD4ZKU/YLgOc7BlcKsMVupJqPLLIQJsAAx6LlZI8DjCrtF5GfGGMit6bn2ap2Fsn6ZHxGik5yVy2hFDOTbpbae1MCR4ojlWZoKH2RPmjHpNKy6trf6ACocoWtb7AzWzCACNPcSXqlzYPZvZgTT/vHRJF0NwqjaoDSvkRITtqB/nuKh7Ni7sng2nJNYoEBMOsqJaRhajBV976nFKhsWZqM5HE1f1zcXkCzqhb16aoX4HALZNOjPs9y7rnYMPxvVkTpd5YpNVbZIRhSCNkRwb2tIsMEOOh9UC0EiPMpJYmHlRz0hwMyM10iRL/pI50rjVol/prqJK5KTGYOGEYZh17xC8fGkX+BVNoO2CbtlsMq6N8Xa+niHke3ObMTaM0KAoClj3uBaJXfzgMJzVuZHBmbOCS6e+84yBkDorSUSMS0LvvDQW2eVh7mlLi5LZ+OAd9TuGt2QGJDuO/ncS4CKmAxlNDl3AkfqFC4IQEpGvCeZgBh0jxiXhtzsGsuxOZqIH715dc3CtYVIMvryxL9brdXJaHb6K39fux3tzt7PsAGWCrEooBEFbuOPdDva+UIaeb/OzURdZvKhHNmb+e4jh3aHvDeSi2rQIbz1YYRC0o0g4waoXr8cpMifKDMqC0zGf+GUdPE4JS/KLIuoHBBTVkPVomOgJttwRtVpRGqt0XcTCoLKNeLcDT01Zhyq/jICJXsnrD9C1m0UmU2Jdlu/jDzr1mDdI+czOTYOb48lzO2LS+R2ZLgCgOWjj+uWiR24qXr28K/rkWVPDxw/KwzALtgfBHHgMBzPTBwiWRizfWYzDFT42P5qDBrFOB/tbg0QP2jVKxKx7h9RIRab5Js7tCKGqUkCzaVoczuuazVg9tUVavBvn6nMf77w+PKad4XNziUc4ULmEW2dFAFqg6+ubtAyooGdcm6TFasJ0khZgq63N2TE7CdcNyMOAlmlokRlfK8bajYPyGH0UgN7uUMuzWc3Zr13RzbKFU02gILBWPmYcZ/xhnFLw/vJONz9lkcFvxcaYfEFoz3lAewc76o66VTeZnNRYpCe4QkqdqLMBBe9aZiWEnD+g0XezU2INJTnRPgdVDb4n9G4Mb5vFnOKAokIyvUf8NZjnc7IbTm+fhVZZ8Yz6TjCL0hEoowsAv9w2wNJGiaRarqoa7T0jwdpOdUjBVockTvqLHgD+cukuVPiM+h181wRzVxKrLikuh2g4Z1kJ1qhH6k5iRrzbETZbbbbJ6F1wO0R0zklmY7Y29pYZMS6JZc95jYXc9DhWnjXnvqEQBCEsC5IHMcUUNWh7JHgciHM5ohJ7JduM5rBuTVMMQo7RDPOGSTGMdWkG2Wzndm1cJ00bIFTI8WSD7agf5zijY0NDDW5dwLchqwuaZ8SHNaRaZiVYfn408PkNfdC+UVLNG+rITPCgQ+Mkw+RKRhKgLb6iKOC8bo1xmykAYF44CbFOCVf1bcqMCbMa5fMXdUav3FSIAnBhjxxmGJMRzmPxg8OQP9kYaOjaJJmJMEVy5skZckoiBEFAgyQPKysI6K1mujVNZtvXJtLbWzf0abGxMtgi9binyTYzwaOfX2i7IF48zqln1IlOZaUerBlwRopys/Q4nKG/G6se1Z4D2SwUic9L18Yt9Q01L0wXhlHVpqBL6wYJuLB7NnMMJVEIaXEY6V6YwbMLCOeaqJGCIKBD48RaZ9ZIeNElUUZd+5xq3z6+TsvsikIYupmqORK0PT1/PoNLfUyp5ypfR0h1p7xzxvf83WVq5wVota/hkJcez0oozKAAGl/2Qe/qh/PzAQTprHybxMkXdGT3f+1jp7P6aYI3oOAjXYuBDE5617s2SWYtlPILK3G4wqdR4Tmj7OPreuFH/V13OUTkTz6TiSzR/eTvj6oGWQo0rsgId4hC2PIFM3uBglxjOjWKGNCNZEBG27rTzPQhJHocTFwuVr/3a/aWGLZZnH+YfUb3oWlaXI1ODTlAbgvxJ3PQ5ngBdWOJcUpsDCV4nIbWSWaouqNcW9w8pDm6N41cu2+FtHi3IbCh6MHrRskxIerPZoTr9GIFl0PrrT7eomTOKQlIj3ezMidC24aJOLNjQ8S6JPYezLv/NNw9opVhW96pCrfO3TeqNS7poX3Hyhn46db+OK9rNmudZi45+FRnxXx/cz8D9dkMOn64OvZ/DWkesgapCGqn0Dvx7tU9WGtIWVHhEAUDOyqccGBuWiwrvbpzeCv8cdfgEBumIoyjzp+XOcBGTBMzgiVu2vZLHxpuOWc9eW4HODlFd9L6KeKC3FWm8xKEYF94KgshyKqKBRNOM2zvdkgGejjfMiycWK0V4twOdGicxNob8zDflwY6m8EpirigW2PGEOLtinSLrhuEtDgXY5DQc0yKcTKbq3lGPD7Txx6gBa9uHJTHgkUvhnkuxnMOjg9aJ569sDPeuLIbK9eLBFHQ3jG69KGtM3Eblx2P1Fo2GuSkxmLr09HpZoVDuBKhkwW2o34K4Mo+TXAVJzxTW6TEuWq1KB9v4KnCPXON4m6iAHRrksJq7ghOSQxxomlfj58TjJonxTpZv3YAuKB7NpqkxWLzU6Mxtk9TjNAXdSv7ITMhdEH7/l/9MVTPNt57unWdFBA0TsPRXK8f2Exr4acbfe4IRuzNQ5rj/G6NmWhP3zzN2PbLCga2TGd1wDxo2xinhM1PRRa72rC/zCAiBRgzVi5Jq1F/88ruABAi0jbz30PQr0U6y+TR8+zWJAVv6N8h0PVSQMflEHFJjxyWsbXKBtK5pMQ6WUAhLc6NZQ8NR9cmKXjuos5ssVPVUGc/2r7fgGZ8REPyrktmjaLtkijAy50TOQZUtnFet8aYfd9Qw3fbNkzE2V0aQVGCjgIZj+RkpMW5WDCFHD6eLWEW1jGD6kzncMfmVf3NiFRrTON/0vkdmSNsFkmiPvHdOVG9Hk1TWVaHdZ4wvUNX9NbmSsqE0/Puk5eGcm+AvXMuXcCLdxDdDokFD2i/bodkcNaMtEqVGdJ0/+hd3fL06LD3wOzMRVKH5xEpY2FVumDGm1d2t3yHAOhtFrVnH69fi7k9ERDst15TG7Bwx/AGFNw3KrgeUdCmvhz1cGyh2iKgaMHHm4c0D1tWZEb0BSBHB73zUjG0TQau7peLD66xDpIRalvKNul862z3fy/tiofHtMNT54X+/YlzO+CFi7ugWVoc+ualsfmH35ZPQpg7pRCGtM5kGXWrLCK9P++P66lloU3OLQW/xDBK7mw/+toU7lq7N00JcWwUNRic8zhFVjrnVxS2BkiiwMrygPClQjPvHRriKJvnECuV8xUPjzC0hjPbK+eGydxS/bNZYMyMVlkJcDqCjvrCbYfRo2mKYe08WOaFT8/YJ8U4Ue2Xg9ogsgpFUZmQJG/bEKhdIkFW1ZCAdM/cFNSEeLcD7Rsl4alztWe4j9Nn4ffPC6A6dL0NURRwee8mhrn0kKm1KY/HzmmPzjnauPyDY6dSgCLGJbGyQkBLHNS27JQP5JDQ7KgODZDgcdY4579wcWcMaJGOrERPWLHZI3HUyRaoTxHkkxG2o34KYEjrzBCqqY3w9WZAzSI5PG6w6CVs3m9tGA1JsU4smHBaCIuBb5FFi6+VIT+gZTqGtc3SmBT6eayO0HO4Q6MkvHBxF/RuloavbuzL6H/X9m+Gm4c0t24xY6IrAuEdyw6NE0P6JE+5fSDe1SPJLofm8FANlPl4uelx8DhFeKJwJBx6gIUEjCRRwP9d2IndOyvaKqlqx7oc7Nguh7HUhK5RBTiDRrsJV/fNrfG8CFYZdStVY0UNL/RSE75ZthurdhWz37s2SUb+5DNZxtvtkEKMuf4t0vGU3m9XFIBHxrRj10/3bMmDw9nPlG2TxCBFnIyYJzn65w2D8phDNlofA1bUUStEcuL5AJWiH99MeWathLjx5HaI6JKTjOn3DGaf8e/QogeGMQ0Ec9tElyRid1EVCzppIohK2Cy1y6S+HqyFty5/oXvbMEwWnYdsoqDWJCwUPEb4JT8aSveoDg0sxUsBzQlpoj8DCghECvBaqdNHwiuXdWV6Frw6MO3F46ofc4ZovOaWhLXFpT2b4Nc7BuKyXk0MwaJIOLNjQ4Pi8j+NK3o3xQ2DQmuTjybi3I6wYy81zoXUOBduHtIcH15rXQZEWcJEj6NG6myT1NiI7fJaN0jAk+d2ZCV2LknEg7VwjCI58QNapCMzwRPSJktRg8G6/2/vzqOjKvO8gX/vrTUJlUpCyJ5AwhYgCSRA2AVkEQii4sYWUKdxtEVAulsQpUG6MfTMnD62bYs24zDzHuhDv90yM8j08BqEpnXYbNIgiwI2yKYRW0OCw5KlnvePqntzq+rWllQlleT7OSdHU3mo3Eo9de/9Pcvvt3rGAPy/5Xepx6qcMz0/33o5WBT+7l3KCtOx4y9XvR535htp/l55P5TcE75YTQa88kBhwKodkmtW9nZDE/qldkN2UgysJgPqNdtYjl+pxZ9cWdGV3DZKwCog8E7VFXWFloD3oNY/PTzY7R5ECOF2bzK+Xw+s9vNeKhMzSvCq9CttFSDtOdtskNX3Uvv4Kw8UItuV4+nlWd4VGGSpeWBmZlEGLAZl1r95kKl/mg17VoRnW6m2Ty6+Kw8vzQw+x9XskiwsndQX//HMGKTYrG5VKxQj87rj43Xedc6DEey9QFfHQJ26BL0TpjbDrqdQyjt41i3W46/0lR5lFlTJvg8Aq8uaLzJqoO7nOJUVA4CzpnUgcRYjSnOTkBRnxn1DMjC9MB2jeztHcz2Xd+u9nAs+8gXsenac1yhwarxVnTnQ7jU86co06skoy14zecFkd1ZucPq5tmgoy3b1SqT955Ix+LuxubrHoPYHzT6vPZ84A7ZQMo0694IH7gzOJbBBP61fwQZxAJASb0HfFBueGJur/n6ryVnnXgnQinMS3N4zZUZdecxqMqjBhsMh1BvHYPbtvTa3GADQL7WbOgOvtzze4DFzAnjPpilJx/qkdFMTtJkMMowG2a3uqvaznhrvTEj04cqJbq8HaJ51a15dIeAQvgNc7Q1SXo849Eu1Ya9rgKDJIRBrMridF5T3KZj3PT7G6LYXPdj32F8g0doZ6V8vHKbuXVT+pn1SbG4rk5TBOW2bYN07OEOdUdfms1BWwbRkht4XAecM117NgE6ozEZZ7ZPBzhj95P4CtwRS5GQ0+Elm5frbfrxO/9qhZTJIAQfhS3OT1D3N7z13F+aPDE9N5q3fG4H0BOcgnDbpnPY+JCsxVh1EHde3B341rwSLx+WqK8SmF6Rhy+PD/QbqeqtrlM/gD6b2U4NqbZc0G2Xkpzlf8/+sulsNoBJ1rpPaij8Wo4x5I3ICXtFkSYLJlWgyJykOsiTBapJ97nk3SBIgNZeClSVnYjnl2B2iOau99vxyq6EJSyf1xf95ohSS5P5eJ8SavK4R//hQkdv32hwxRp3rlvZz7ExC7Px/z3PZAteqnOk621ZnDc7Aymn56nYK5fdYTM2rOJ0lBMO/rbQgM95tVWkwjAZnFRl7rAkva1aTKmRZchtkaC8/f2Rw4EYdFAN1Ckq63Rr0rEA0WqTJlqloEsJnoB7KUhxfM0xaoSyP1spKjFVnL7XHqt6U+vnVDtG8PExvn/m8Efo3IAmxZvzClUleoQwYqKXHXM+X04oRUSXQNmiCPr0kfYBzT5tSsgQA/uGhInUpoz/K+6hc1JXyN/+z6m6vtsndLLCaDLrHoAZnELp/8gsVzj1WSn1mX5zZ1Z3/r4xCC+Hc26z1+rxide9yKP7hwSKvx0LZ8zq3NEc9FiXQjTEZMG9E80j6v3+/OYeANpkc0Jyx/L+WOmdiZFlCfIwJY/skBzyOE+umqkuEtd3V38w60Pzeet6EKX2+f6oNP753oHo8nvQGfJSqF0DzUm21bJ7rdShZj5XScZ60SzP/85kxeLAkE3muAYJ6Tf1ubUUBwLk8f+vfjYA/q2cMwIopmuXfYQhSQ1lF5Ivyt9QbODi+dioGZyeo+82DGWjzlNzNjNpbDTDIzszI2lmtluzt1qM8jSRJ6vvVWlzaGTmhrFYrzU1SA9Jg9EqOCznB1dg+vgdulTwQUzT73JW8BNq9yFovlg1UyypuWjAUE/unoMkhUFaUrltGzLO0oJbNasJFV1JPz1hfWYWmrcCg9zlO12TZ91daSzsYbjY4E71d+vYmYs0G3KpvgsVoUAPxvOQ4mI2yOlh443YjbtU3qTPqn7qSmJaP7Ik5w7PhEALpdqvbNirAmXwtMdaEu/r1cFYvcPWN7+40OlfieJwnlc+lUvFiQHq8eh4xyTLWzBzots1A+/eQpOZrjK/Pt8VoQElOgttjr84pxoKRPTFGqZSjqQgRKWP6dHf9js4b8oVSlrKj6bzvGoVVUVYC3nl6dOCGHUh9o8NnYqRij5NrayTFmdGjhRn7AWftTsA9JjcZZYzK6+53U2OjQ6hZ2AsyvYNaJSAN5j5HuSC/Ps8ZwCu/dtdS/0vj/FFu1JXrk7/rVKzZiKKsBPX7R4ZlBzWKqywxcwiBif174NB559K5YDM3K9LsVswtzcFHn9foLh1ULu6+9mfr0R7/uL7uyVD6pNj8Jp3y5RFNNtbB2QmYMzzb575NX5TXomyBsJoMPmfDncnkmjuhEhArz1E+sid2PTsWW33chALOAP0va6ao2YmnDEz1WyXAk7LvUe91Pja6l9p3//Xx4V57TwHfAaoyU/vtzeY9hjaLEfe4ZkkClTzU3rwZXUkfFXfnp2DtvQPVz9GfX5rcnEwo1hRwlYYkOQe1lJULocSoFypmaIJR53/fXFASlkBXGZwwevxNz78yA/YYE3rYLOoe8JbMgCvLUoVQyjc5OkQQ3BGOsaNy+Jld9lQxuwgP+kgg6umdp0cFbqTD37lO2XoiSRK2PDYcf/zhBAg4r32j/QT4nhodDmTYrbqDuf7yVXieI00Gyeu+znPW2JNBljC7JDPg7/rv5eMAOEvJddckVIs1O8u0WYyyur/578fn4fsTeqvHd+NOI76sva0G8oDzfsFkkJEUZ3blcJG8lk6XFaarqyG0QenJq3X4w4lq9Vrwzx4J3KYXeieOk10J/BqbHGryQmWgNy3eqpb1VbbO6bGYZDw3pZ/zXg1wK6+mUFZkRvIcse17rjKYPiZCKLpFLFCvqalBeXk57HY77HY7ysvLcf36dZ/tGxoasHLlShQWFiIuLg4ZGRlYuHAhvvjiC7d2EyZMULNbK19z5syJ1MugTqx7N98B9Cs6iW1aqmrNlKBLH+nRWx6WkxQLs6aUlJ6b9U2IMzv37WmTGSkZ43v3CL6MkecyYCGcWetbM5On3KhX1912+x3h8ulPpqnlU1pb+eDtRcOxbtZAHH1pMo68OKnFzzOmTzJ6p3RTVyjM1syyhp2rqoHWkzpZl33Rzqj7CtQfLMnSXa2iiDEb3Pb6f6aTeNBmNbktsdzwQAHeKvddi96TEqh7JsYpyUnEulmD1JvJCf1T9GfUffThRoeA2SCrySIdru0Iyr7rQDPC/rpbflo87huSiXsGpaF/qk3dWvLpT6b5fU6tgRnx+MMy582wv6Ww3sclqdtUlO0k9wxqXWURRTerESun5XvN3Oj93Vty7lDeK2Vbz4T+KejdoxvKdDI0t5RRlsI+u9WZZ7La07RBaRELPlqSRT8Q5RonS84a2b2S4+Dws7LPl9sNDrfBZnuMCatnOGfX/a2MUc5Z7zw9Cssn94XZIHutlNRugdE7rL9+/b/YONt95Zbeb1SOb/fyu9QqKoCz5N2t+iZYTAZ1ttpkcAbtZqOMezX3Ksev1AIAMuxWdUbc37X8548OUVdgWU2yuo1JoZxzmgLMhGs5RPPMuTJ4e2DV3ZBl5898XQfS7VaYDTLG9e2BV11lYtfp7VmXlRn1yJ8jQh20p+gQseGVefPm4cqVK9i9ezcA4Mknn0R5eTneffdd3fY3b95EVVUV1qxZg8GDB6OmpgbLly/HrFmz8Oc//9mt7eLFi7F+/Xr1+5iY0GeeiLY/OdLnyTHUoPFnPuq3hoMy6qxcnD54fiKyEmNw6Pw3fgP1e4vS1ZUBekk77huSiVNf1LUoaZKA0M1aHwrlohlCjBES7Y2MsrzQbJDxvXG5IT+XcjNo6da6fbzKjLPi548MadXz6clMiEFRlh1XXcv8tfwl0/HUL82GpZP6ojQ3yec2g0BlUTxvqILJTp5is6Il2/O0yzDnjcgJerBNkiTdygVP3pWHBSN7qsesJGdUbu4cDuGzZnBpr6SgyvZ5ZocOdaWHIpRAXTG7JBPvf3INtxqawjZIZjLIeHpCb3WLiT8tmUFSboodQkCChH95zJlgTFm2Gw5LJ/XVLSPWGpxPj4w3y4cGbhRlDB5lFx2O0Ct8vP3YMHSPaz6//OlHE9Wymr62j2m3ZQ1Mt+PQ+W+9gsyqNVPcztF6h3X0Yo3Xv9M7/8T6OJed/rLOlTxWVldDxFmMKCtKx+DsBNwzKA3vHnefoGt0CFe9ecm5/SyIv5fZaEBDkwNZibFIdO1PV7Yb9Uu1YfG43KAH5BJjzfh8Yxm+qruN2SWZkGUJKTarRwUPdwdfaB7QD+b3tMWim4RYBuodUUQC9U8++QS7d+/GoUOHMGKEcxnQ5s2bMWrUKJw5cwb9+3tngrXb7aisrHR77Je//CVKS0tx6dIl5OQ076eNjY1FWlp4ZgCo6/KVnEapyR2KR4eHJ+GMntG9u+Pfnih1uzhJkuSWzERP31Sbbp17Jbi3mgxupeZCYTa0vhSScqPe2jqcwWgSAhaDhMzEGHW/X2usmNIPP688G4YjC7/6JgcGpMfjSs2tVl38MxNisMI1m9zSWatI3nycXt+cPCrdbnW7eVQS0QVLb3Y31uyeRVqZ+VKWd99ubPKZRf3/PtWyZbMt1ZLVIkp95kiwmgwhbQMJlvIeCxG5vhVnMYZ9lra9y65R9PCsGS0Q+kCO5z57uyYA8zVrqv08Wk0y+qZ0w31DMn22AZxl6ZT7oXirEQ8OzcLf61QFGN+vB46sbg5Mtzw23OegrEGzOk+ZUZ8yIBWyLKlJ8xaN6ol/O3hR/TdKjp+PPv8WibHmoM53Rllqfv6BqTj71Xfqipzc5Di8WDYQlae/Cvg8QPOAdGq8VR1c37SgJOjzbjAD1OFeUehpysBUJMWG/5xMkReRQP3gwYOw2+1qkA4AI0eOhN1ux4EDB3QDdT21tbWQJAkJCQluj2/btg1bt25Famoqpk+fjrVr18Jm833zfefOHdy5c0f9vq6uzmdbomhbHpQYZ8b4fj1w4LO/uT0uSy2bjW7pEnDtsmUlOUlrKEGCdh9apCjL5XYvHxeW7NAD2rGEUiCbFw5DRoIVtbca3LKbt4dIrZYAmkuA5fWIw4jcJLd+He4stJ9vLMPre89Blpx1zodkJ2DqwDQMTA+c0DDS/nnhsJAz+QK+azGHQ1KcOWBixZa4cbsRgHPgrSPt+06KM7dqywx1Xspqr3CJD3D/0i+1GyRJwtRBaZgaxJYX5X7IM6u+diWe0SAjRbNKwF/lAmWptzPruwMPlmR5bY0ZnJ0AuAJ1e4xJTeh5/WYD7DGmoAY2jAYJjR5JfE0GCXNLmydVhmQn+Kx5r6WXNM/XRI+eaDhXbV4Y/HYyii4RCdSrq6uRkuL9QU1JSUF1dXVQz3H79m2sWrUK8+bNQ3x8803x/PnzkZubi7S0NJw8eRIvvPACjh8/7jUbr1VRUYGXX3459BdCFEWUi3maK+vqymn5Ic3UbHigAC/++0lM7J+Cn+lkBw9EGRX+ZP00r/3ALSG34Yy6cM2GhnJx9SfdbsXMMO6LDach2QkAgDUh1EuNhJyk2LBkEg9EWeoZ6Zuhb/63HomxZnSzGPEfzzgz3w92/a3b02RNBulQNDUJFGbZ8cu5xYEbh9noFi5Vb9DceHe0WerWbhWizqkw0468EPLFBGI1GbDlcf2a8wDw3nMtLzmoVbmiZc8zuyQTb+0/78r67sCjmgSoiuKcRPxwaj/803tnUXurQX18/X0F2PzB+aCWvptkWR2MnFuag9sNDkiS5BaY97BZ3AJ3Pa/NLW71KjyrUcaP2/l6TB1XSFNL69at80rk5vml7CfXGyEMduSwoaEBc+bMgcPhwBtvvOH2s8WLF2Py5MkoKCjAnDlz8Pvf/x579uxBVVWVz+d74YUXUFtbq35dvnw5lJdNFBU8yzj1TbWp9cGDMX9ETzXBija5S6jCEaQDzSW4phdEPuBtcoSvLjkAFGTa8fq8kvA9YSf0p+cnqpnc20KkJy3qGx26dYU7qkaHA0ZZbtP3SPGbxSNb9O+KMhOwekY+xvROVksBEnVk//jwYCwc1Suszzmxv+8Z7fb2+Gjn59ZilHG7oUl3gDU3OQ5L7navqnH8x1ORZrdCAoKqiGI0NFckKc5JbHEei1mDM0Iu0ed9LDKeGOv7fBXTwtwk1DWE1PuWLFkSMMN6r1698PHHH+Orr7z3fnz99ddITfU/+t/Q0IBHHnkEFy5cwN69e91m0/WUlJTAZDLh3LlzKCnRv3G2WCywWFpeHosoGoQjDpEghVT6KpJ62Cz4y5opbRL8ODrYUllqCVepnYLI5C9ZNT2/RUnbolWjQyDGxx77aJXTPRZPuvbI+kpwSETR6flp/ZEY5xwYtJoMuN3gCLjq6v4hGfjDyWp1H/4P7+kf1D2MQZbUyiXR7pMQqn1Q1xNSoJ6cnIzk5MC1HkeNGoXa2locOXIEpaWlAIDDhw+jtrYWo0f7rsWtBOnnzp3Dvn370L174BGwU6dOoaGhAenp0bkMlShc9EocheqZib1RkpMYuGEbaasZyhG53SOS3Iran/OeTUJ2UgweHZaNnz0U+raOYLTHzHMkPTOxT8SSyRERefr+hD7q/yuJOP0NoOckxeLVOcV4VfNYsJUxlk3qG5Z7JqL2FpE96gMGDMC0adOwePFivPXWWwCc5dlmzpzplkguPz8fFRUVeOCBB9DY2IiHHnoIVVVV2LVrF5qamtT97ElJSTCbzfjrX/+Kbdu2YcaMGUhOTsbp06fxgx/8AMXFxRgzZkwkXgpR1AjHJcdzOVm0iHDCUzznyl5Onc/skkz0SemGQRn2iAXpnVFLEtAREYWDki/GX/3wPz0/0efPAhnG8xt1EhGro75t2zYsXboUU6c6SzvMmjULr7/+ulubM2fOoLa2FgBw5coV7Ny5EwAwZMgQt3b79u3DhAkTYDab8f777+MXv/gFvvvuO2RnZ6OsrAxr166FIQzlooiiWaSD2fZ0oaKsvQ+BOqjHuVeZiKhDUTKpG9sg4ShRRxaxQD0pKQlbt27120Zo9pn06tXL7Xs92dnZ2L9/f1iOj6jj4QWNiIiIOrZYszKjzvsaIn86ViYZoi7MZo3YuBoRERFRm1DqvTPJK5F/DNSJOoh+qTZ8tmF6ex8GERERUYvZXYG6Um6WiPTxE0LUgRh5USMiIqIOzBJE1nciYqBORERERERtRMn2LnfmLLlEYcBAnYiIiIiI2oTZlfU9UBJpoq6OgToREREREbWJWJMBm+aXqHvViUgf00gTEREREVHE/eS+QZBlCdML09v7UIiiHmfUiYiIiIgo4spH9WrvQyDqMLrkjLqyJ6aurq6dj4SIiIiIiIi6AiX+DCZHQ5cM1G/cuAEAyM7ObucjISIiIiIioq7kxo0bsNvtfttIogumXHQ4HPjiiy9gs9kgRXlpiLq6OmRnZ+Py5cuIj49v78Mhiij2d+oq2NepK2F/p66E/Z38EULgxo0byMjIgCz734XeJWfUZVlGVlZWex9GSOLj4/lhpy6D/Z26CvZ16krY36krYX8nXwLNpCuYTI6IiIiIiIgoijBQJyIiIiIiIooiDNSjnMViwdq1a2GxWNr7UIgijv2dugr2depK2N+pK2F/p3DpksnkiIiIiIiIiKIVZ9SJiIiIiIiIoggDdSIiIiIiIqIowkCdiIiIiIiIKIowUCciIiIiIiKKIgzUiYiIiIiIiKIIA/Uo9sYbbyA3NxdWqxVDhw7FBx980N6HRORXRUUFhg8fDpvNhpSUFNx///04c+aMWxshBNatW4eMjAzExMRgwoQJOHXqlFubO3fu4Nlnn0VycjLi4uIwa9YsXLlyxa1NTU0NysvLYbfbYbfbUV5ejuvXr0f6JRLpqqiogCRJWL58ufoY+zp1NlevXsWCBQvQvXt3xMbGYsiQITh69Kj6c/Z56gwaGxvx0ksvITc3FzExMcjLy8P69evhcDjUNuzr1CYERaXt27cLk8kkNm/eLE6fPi2WLVsm4uLixMWLF9v70Ih8uueee8SWLVvEyZMnxbFjx0RZWZnIyckR3333ndpm48aNwmaziXfeeUecOHFCPProoyI9PV3U1dWpbZ566imRmZkpKisrRVVVlZg4caIYPHiwaGxsVNtMmzZNFBQUiAMHDogDBw6IgoICMXPmzDZ9vURCCHHkyBHRq1cvUVRUJJYtW6Y+zr5Oncm3334revbsKR577DFx+PBhceHCBbFnzx7x2WefqW3Y56kz+OlPfyq6d+8udu3aJS5cuCB+97vfiW7duolXX31VbcO+Tm2BgXqUKi0tFU899ZTbY/n5+WLVqlXtdEREobt27ZoAIPbv3y+EEMLhcIi0tDSxceNGtc3t27eF3W4Xb775phBCiOvXrwuTySS2b9+utrl69aqQZVns3r1bCCHE6dOnBQBx6NAhtc3BgwcFAPHpp5+2xUsjEkIIcePGDdG3b19RWVkpxo8frwbq7OvU2axcuVKMHTvW58/Z56mzKCsrE0888YTbY7NnzxYLFiwQQrCvU9vh0vcoVF9fj6NHj2Lq1Kluj0+dOhUHDhxop6MiCl1tbS0AICkpCQBw4cIFVFdXu/Vti8WC8ePHq3376NGjaGhocGuTkZGBgoICtc3Bgwdht9sxYsQItc3IkSNht9v5GaE29cwzz6CsrAyTJ092e5x9nTqbnTt3YtiwYXj44YeRkpKC4uJibN68Wf05+zx1FmPHjsX777+Ps2fPAgCOHz+ODz/8EDNmzADAvk5tx9jeB0De/va3v6GpqQmpqaluj6empqK6urqdjoooNEIIrFixAmPHjkVBQQEAqP1Xr29fvHhRbWM2m5GYmOjVRvn31dXVSElJ8fqdKSkp/IxQm9m+fTuqqqrw0Ucfef2MfZ06m/Pnz2PTpk1YsWIFVq9ejSNHjmDp0qWwWCxYuHAh+zx1GitXrkRtbS3y8/NhMBjQ1NSEDRs2YO7cuQB4fqe2w0A9ikmS5Pa9EMLrMaJotWTJEnz88cf48MMPvX7Wkr7t2UavPT8j1FYuX76MZcuW4b333oPVavXZjn2dOguHw4Fhw4bhlVdeAQAUFxfj1KlT2LRpExYuXKi2Y5+nju63v/0ttm7dit/85jcYNGgQjh07huXLlyMjIwOLFi1S27GvU6Rx6XsUSk5OhsFg8BpNu3btmtfoHVE0evbZZ7Fz507s27cPWVlZ6uNpaWkA4Ldvp6Wlob6+HjU1NX7bfPXVV16/9+uvv+ZnhNrE0aNHce3aNQwdOhRGoxFGoxH79+/Ha6+9BqPRqPZD9nXqLNLT0zFw4EC3xwYMGIBLly4B4PmdOo8f/ehHWLVqFebMmYPCwkKUl5fjueeeQ0VFBQD2dWo7DNSjkNlsxtChQ1FZWen2eGVlJUaPHt1OR0UUmBACS5YswY4dO7B3717k5ua6/Tw3NxdpaWlufbu+vh779+9X+/bQoUNhMpnc2nz55Zc4efKk2mbUqFGora3FkSNH1DaHDx9GbW0tPyPUJiZNmoQTJ07g2LFj6tewYcMwf/58HDt2DHl5eezr1KmMGTPGq9zm2bNn0bNnTwA8v1PncfPmTciye4hkMBjU8mzs69Rm2iGBHQVBKc/29ttvi9OnT4vly5eLuLg48fnnn7f3oRH59PTTTwu73S7++Mc/ii+//FL9unnzptpm48aNwm63ix07dogTJ06IuXPn6pY0ycrKEnv27BFVVVXi7rvv1i1pUlRUJA4ePCgOHjwoCgsLWdKE2pU267sQ7OvUuRw5ckQYjUaxYcMGce7cObFt2zYRGxsrtm7dqrZhn6fOYNGiRSIzM1Mtz7Zjxw6RnJwsnn/+ebUN+zq1BQbqUexXv/qV6NmzpzCbzaKkpEQtcUUUrQDofm3ZskVt43A4xNq1a0VaWpqwWCzirrvuEidOnHB7nlu3boklS5aIpKQkERMTI2bOnCkuXbrk1uabb74R8+fPFzabTdhsNjF//nxRU1PTBq+SSJ9noM6+Tp3Nu+++KwoKCoTFYhH5+fni17/+tdvP2eepM6irqxPLli0TOTk5wmq1iry8PPHiiy+KO3fuqG3Y16ktSEII0Z4z+kRERERERETUjHvUiYiIiIiIiKIIA3UiIiIiIiKiKMJAnYiIiIiIiCiKMFAnIiIiIiIiiiIM1ImIiIiIiIiiCAN1IiIiIiIioijCQJ2IiIiIiIgoijBQJyIiIiIiIooiDNSJiIiIiIiIoggDdSIiIiIiIqIowkCdiIiIiIiIKIr8f79MFy8uSaVHAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1200x300 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1200x300 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(3, 8999)\n",
      "x.shape: torch.Size([3, 6000])\n"
     ]
    }
   ],
   "source": [
    "# copy from teststft\n",
    "index = 22\n",
    "x, label = test_dataset.__getitem__(index)\n",
    "plot3C(x)\n",
    "\n",
    "# 测一下加速度数据\n",
    "plot3C(np.diff(x, axis=1))\n",
    "print(np.diff(x, axis=1).shape)\n",
    "# x = np.diff(x, axis=1)\n",
    "\n",
    "x = torch.tensor(x)[:, :6000]\n",
    "label = label[:, :6000]\n",
    "print(\"x.shape:\", x.shape)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(3, 32, 376)\n",
      "0.0 0.025294047\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x1a18bdfc130>"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAABLkAAACSCAYAAACpHxgrAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy81sbWrAAAACXBIWXMAAA9hAAAPYQGoP6dpAACmLUlEQVR4nO39ebBd13XfD64z3HvfPAFvxDyRIAmSEqmJsmypZYux/JMj/dyVn5J0p+ROdzqOhi6WXJ1YSaWkpBJTcVerKlWK5EztTqrLJf3SkRJ3efiZiiTKsqRI4iCSIAFieJge8PCAhzcPdzhn9x8g7vqsg3s4iQMes75VqDq479xz9tl77bXXPnd91zcKIQRxOBwOh8PhcDgcDofD4XA4tjDiN7sBDofD4XA4HA6Hw+FwOBwOx88Lf8nlcDgcDofD4XA4HA6Hw+HY8vCXXA6Hw+FwOBwOh8PhcDgcji0Pf8nlcDgcDofD4XA4HA6Hw+HY8vCXXA6Hw+FwOBwOh8PhcDgcji0Pf8nlcDgcDofD4XA4HA6Hw+HY8vCXXA6Hw+FwOBwOh8PhcDgcji0Pf8nlcDgcDofD4XA4HA6Hw+HY8vCXXA6Hw+FwOBwOh8PhcDgcji0Pf8nlcDgcDofD4XA4HA6Hw+HY8njdXnJ95StfkX379klXV5fcf//98hd/8Rev160cDofD4XA4HA6Hw+FwOBz/gyN9PS769a9/XR566CH5yle+Ir/wC78g//pf/2v58Ic/LM8++6zs3r37Rb+b57lcvHhR+vv7JYqi16N5DofD4XA4HA6Hw+FwOByOLYIQgqysrMjU1JTEcXm+VhRCCK/1zd/97nfLfffdJ1/96lfbn91xxx3ysY99TB5++OEX/e6FCxdk165dr3WTHA6Hw+FwOBwOh8PhcDgcWxjnz5+XnTt3lv79Nc/kajQa8thjj8nv/M7vmM8ffPBB+cEPfnDT+fV6Xer1evv/N965vU9+TVKpSDo+pn+rb7aP8wP6UNFGS48vzprr56vr7eO4p1v/kOqjR309+jmyx/Jri/pxrUvPyfR+2dJK+zgZGdZzYpuFFlUret0FXLe7B+dom8Jgv365lenns3Noqt4j7J7UNvXVzL3T+TX9zgb6cKBPv19L9As52p3pvaO5BbRJ+yBf0euHVlPvOzVh2iF4n5pfw7Uq2jdRtdrx/KgLz5SirQnbjYajz6SQERhWV/U40+/EPT0dP+d4s32h0dBj2LC5V1PbEdPORCRC/wveRAe0N9rE3MDYRf297eN8SG0lWt3Q43U9Xwrvsls7t7eP69vUtpOGPnf1mn4/JNqm5qCORbKufZOenNHzm2oHxk5hTyIiQvvqxTPtGddjjDfbkdT13vGSPjftY23/kLa7T/s42bT90XtObTg+rz6EdpdNjrSPN8bUl+Sptqm2qM9dPX5Rv3v1ml6/S20o6oJfEZEwMYrn0PbGi+pnpK73kJrOnUD/Rvsl4NNov9f/zzHTz+NxbVPoRns5P+Fn+az0e1G3ti+qwNcV5kWAH+Q94jXYI/yu/TLGdbuOVzak905WdE5FdczhZfULInZdaI0N6rW6tH1xXe03WddrxVcW28f5OtagAZ2rrQldL6Icz7luxyXvqUonxKcu6PdHhjqek/fpc8fL8NObeo98aVm/UJif8ZBeN+rVsQ/0gzX0B8ZImjo/aTd5v86pqAn/u6L9dNNY0Lbh2/PFRT2nD2vmgPoSgW0a0Efh+pxHXC9FREINz93beS7E80v6Mfy3jKvPpR+LMtgsni1aQ7uLaxjnYUnGe8Q1ieshfUMProP1IscaGdVsPCHb1G5DF+Z3S68bYfy4bsnQgB6jL+WKxgOMg7JxxFQFmPs11NZod/kw1hT402QdY7+BuTAIOwPiVe3L/NRZ2w6MRcx5yDUd/ipCvMO1yvRTrJ9HJT4+QgxWRIDfbeGZ0mvqAwRrSpjcpscVrDvop1BBm9YL8c6Sjne+R2P2tSnEt5gj1WXEDWt6j3gRNr8Iv4R+Xb1NbWJzBPGfiPTM6XV7Tuo6lA1pO5oDaneVVb13Mn1ZL4SYz8Sn3ZgL9EPD8D0iZk7Sr+XwS2u79bjZq32eVfS7PZe1Hb0nrrSPVw9rHy8estu4DNNq4LzOkaGnMMfWNV5q7NB1stWr1+qe1vPzcxrLRPBdAX0QD2Jui0gOHxDv0v2JIPbPN9SOYvoDxhzwMc0hrEExY0FtB/c71/+ofdsY0z7fHNbrds+rD6jOLOo95tFniF/yce2zHPOFcySu2/kZnTyvx4yJGUdhn5mhnxgvCWOF4cGOn0d9BT/GtZj7PvjE5jD2AdhTx5ifcl7tIF9TGzIx7QT27IV2RDNz0gn5qo5ZwnWyF3sy2l0V/cz9P/ai3IMzXhGxNsW4KO9T+4gZYzJeZdYQx+WK+pscazefh/NfpGAvWGNM3IF9bQt7kJxxF/eZG/DZ2B/HjYI9Lqh/zXao/1+f1DGrXcN+5rT6x+zqvF4H6180ps/K9Y/xgHQV4lnEomED+9ceuy9o44X53Mob8t1L/y/p7+/vfN4LeM1fcl29elWyLJPx8XHz+fj4uMzOzt50/sMPPyz/5J/8kw4Nq0gaVSSNEVRGOth5go5NuDmzHZhHWED5txgvuWIsXHzJhfMjtENyDF6kkyXhOcWXXPhb2XWjGMFMgjYFvOTid+kocX6U2o1zmsAJxHjRhO9wMkjEQwTd5vm0D/IIRorvpnEhOOZLLo4F+tDcg86f10IAaI75di5+kZdcpr3YZNHWAq7F8Tb2yGt2TogMERaLgm3aZ8JCCduJ4E/ZVn6X4xglPAfPUEzYhI1kFSxucKhpot8xCwy+m6QIVk3f4Blop1HhJVfU2b44v0tfciHIj/HcfPGZ4tkYjKSZ7Q/OkdjMSfatXstcFy+5UrSV/UE/EZf5FSnMewRncYwXH/Qt7HN+V0pecpXYb/H/HLM4pp+gX+L8xDhyPr9SXyciISl5yQXfFeLOL5UZ6EmJTzSujoFQbF8umfmJ70f4gSTGS6EkYZ/R39O2Sq7Jl+2JHZg8KXnJFXW2U/td/TyOEejCr+QYL+NwpHwuhIR2h/7AGNE3c4zN2p0jOIMNvehY4DlK1+ik8/n2ovSznW2c6+X1v5XMN2OnuFbc2R7NSy7BOYH+8EXWsKRzzEKYoeS1cA8x/Yr46kV8lH0OzPXAtQeBNtch498YT3T2DVHS2a5vup/5sSvBIf00XnLBt3LTzvMJhhlmvoj1cXHpmo4NDJ6PcajpJ77kKvHxUW5f8BAcF/oZrnOCNoWSWDBGP/HzqHhrzNe8ZJ3kS66UcYO5H22z83zmNZOqbUha4XU7+/+Q6nW5XiclMb7QHs344iVX0U7N+tn5PBNDVLlxRjzB54lL+qBW2Max2yqM5+jXMNe5X8DaxvNzs6bzB9nOcVPxO7HxV1wbse5FncebtszY07zkwjpsbFzExFF81hQvL1P4BvZzKPGDHEcTn+I4xg/+IoVYiDGxMI7qHDNGEcY44lrDPi/ZL4mUrsWB87skrqcPsGPXeW8TJZ3X0uvt6hzLcA+ZlKzFZg/CmIP7f671jO0KMRRtinGRjZcYc8NPsz8Yq5qYDy/PS/Zq169F36ef27gD60LK9Qx9gDW9zGfHifWVxtZKfPbL2c9EJWNvXnKZvizaph6Gkv2gPb/wHC9R1up1qcnV6cYhhI6N+dznPief/exn2/9fXl6WXbt2yeav3i9ppUt6LuDXAPw6LvgVL8YvkGFU30iKiMTmLQGCIryxzZEVE/EXi91TesysGPx6keKXyezCpfZxgrfZIiIBvwDFY/xFFw4Yb735kiDgl++0oW9y+SuDmQfHzpl78xfk5i7tn/SZ6fZxhAySfAC/Fl7Ut9Mygl8NZvStbsxfBvjrc+HFiskU2b0DbUfj8YsgX7aFQWQ9mYviHvyFGv0dbRYyVnCeWWzqnV8k5Ae0rfEaNtcMZPhrADL12DdR4ZcuIu/Dr8HX8AsC+sZk3iBDILqAXwr3IHvurGZWxd02eOemuucnZ9rHjbuUKhwhK4Nv4qvPYYwO7dFj/FrEfo3wawyzJ0RE8hVkDOClVatfHVz1ov7i0BzV/kwu6C+b/GUtmtVfGXqm1SH2YJGsj9pfCWJmwDFLBb94xsf1F/zW3jvax0M/1Iya+kF9uR/46xSz9ipYFKqFDRN/XUdfhe3I+sHikY3AvvDirrFN53DXs2oHzds0A7Zy7qq5d9iEj8NcZeBmXmwx84b+rZj5caOt+9Q20/O4d3GtePaU/ueeQ3pM+yrJqOS8jZg9gezW1rCOfXoVPmPMrh30E8kCfpnL+Au+9n88r3bK7DRu7lrINM5gK7Vz+BWwz87V5PKiXpeZBJO6xjS36RpWuajrwuaktq95m/rv3gtq18kS/HqhtkF+XMeCLwbCEJ778jXpCAZV1zS7KYY9Rfi8uU/7o3JT5lLnDIpoWH2qWaOR7cgsW2aAJxfVT5gMNtjQxu32x7ru47ruNae036qn9BfqBsY1ndd+Did0vY2x/vE6lYvaH/nokDavx/oJZiuYX6Vpg/hV1PySz2eFX4mx1kTIJI+adtMYkKmZHdYaq3ED82JQYw6TWXFZfXbrjr3t48oing+/jjeGS14EiEjtqo53uqLPmiM7jRleydPa/9l9t+t3p7FOziMkRkxkMqQPHzTtEL6UZv8PoB3rfJGMmAO/agdmbmBdyHbrPI9XEOsya0FEAjJGm+/S56tNq69t7FEfV6WPP61rWIIYOtumdhAvow8KmcImW3VR21XrxYuEVbwIw4uZZB5rHrJKGS8yxk/X1M761+yPZl3nMX/OINO1T9eR6iKyh07p2PMFjzADmVmezArFC/qQDJl2RMfV1ppvvw3Poc/U9+1j7eO5j9/VPh7/M834WTuCDChkd3TPajsaAzY2Tjd0vem6hrWR2ZzwzZU57f+0p+SlMnxiPIrMFNhsmBo1Xwn7df8kxzR2ipBhHS/oeEXMSsJ406/zZRT3TsYe4WNECvuOUZ0XA89h/4RzGrvUJ1aQRZlhXU6uqp029iF7hT/yI2YQEdl8t9pB17lF/Qr3cUAMFgF9dnxQY+6A/Wo8pP2XD9qMIa7RGzt1Tvcc0/Wshn1HNj6k7UPfCPbEyVVk5C3qOAraTb8pIiYLWJjxf/s+/Zz7fN4bWWTNX9D50nVN9xBst4mbinE2sncD1wuujYjb6KdzruPb1JZNhh3HArGSwM+KiKz+lTvbx4M/ge9Dm0I3fkR57kz7ePMDugfpe1Jtvn4A6wUyHOPCWORj2FMgE6z3jM2ibyMp/rLxwnWZbXdZ1xru+7IdeOfx+LPm++lejSHCMmJ2xKKtS3jf8MJeNg92X1+G1/wl1/bt2yVJkpuytubm5m7K7hIRqdVqUivZFDkcDofD4XA4HA6Hw+FwOBwvB+Ul6V8lqtWq3H///fLII4+Yzx955BF573vf+1rfzuFwOBwOh8PhcDgcDofD4Xh91BW//vWvy9/6W39Lfv/3f18eeOAB+Tf/5t/Iv/23/1aOHj0qe/bsedHvLi8vy+DgoHyw63+RNKra1NgRpNCDkkSwXopIIY2y5FGjkiKupuBqSYo56UJM148XbGFkUpdM3RgWpEdbScdhMdPAQndIV2dqX7GgtCnqtx2UHNKQWICZBU1ZR4uFJFlsjkWBmWKbdk5vLLa9FKYoOehlTJtkyj2egen+zT02jdrQozAW5Hyny6C+kM7AdoDTzzR70z7ywhuWqheDMst0TlNEF20tCgq0r8sSTbDBZI21xyz9J0bafehFQU0UuSadh7Q9U+MAlLB4H6iOLMqKNO9WobBvVkPKOaZF7RLmD1JgSYc1lDXWxAEtlOmvJuV7eMi0I99G2hMoqUxzhn3loIKSUsdiyEwRDwWaZhsFKhAprUbYAP1vqKD9SIVmqjULZLPo4xSKgqaF3zhoIyzqfBm+FpRl0ppZLD1CMVlbfFzttzmmvpyFjkVsrQ0WZK8+q6ne+TwK+Q+XCH6Ahk4aXgP0MJPOXSjMGW+i7Sy6fAEFikGxMEXeSZEmzRK0ikCqLnzBTan1FPbgM7EYKoUhtqmPiiEkkT4Lygh8dr4dz9Bt753AD7IPWqBiJegn+i4jIMB5cd5mebe/y7R3FiEW60+4/tLWAgpVG1EP9DmL7JNSQJ/GNZZUARHrGyJQIvMr6qNiCK40dqhtNoa0bxsQwei5rNepLKH4O/ovXSrQPmhHpCuSttePsgOboOywMDt8M+t3JIhfDN1CLLWBghO0W37O9TCw8C5jKthWaSkKrrEiZu1mjMN4KbuivisBtYTCLcbfcEwZb8KuSdMWsTZlYiFTCBq2zcK7oOsaH19CnQuToH0U1vQcghjNQb1H7TKohOcu4QtoHwUBuCaV1Bu6KX5jTIuyIPk+pTexJlpldlFPZ2zB8g6koKFNrUmdU1mv9VcpqIi00wwlPyqXQLOCfRRFN9rXQcFxUtrpJ3h9EUtRT+dgt3hWxtmmLALpoiOIS0AnbsDH10fsnqdnBvS+55X6yLEwxanp1yEqRFEQCjW0+rD/6QLtcdnuOxIU0ia4xpB+a+jmpg4UYuBR9dnrUxBU2NC21i4WREtIV8R60bqgMVw6pbRQY48sE8EC2dwDQtwincN+s277w5QwwPxhqQ3GZFG9xB4RjxlhJFIMW5ZOnPVCbOGspXO2gT7PLmqMk+xE39AHsC4zaK5GfOZKoZTBJAQF+KwotWHWFFIfUeieMUt9DP2K61DQgmJBIiIxbJvzM4ASyXmfwcenO0Ahhg9ojiOu3KQPhS0XxiWeBqWaexJSJUldREwQgfqYU5SMtXy53y/4N1POAKAAmLHZemfqM+N647PRpoCyEmVCSiJ2nc16+S4Bz/SCoEOrtSnffexhWVpakoGB8lJAr0tNro9//OMyPz8v//Sf/lO5dOmSHDlyRP7kT/7kJV9wORwOh8PhcDgcDofD4XA4HK8Gr1vh+U9+8pPyyU9+8vW6vMPhcDgcDofD4XA4HA6Hw9HG60JX/Hlwg6545P/yzyWpdpmU7Mo6UhGhINJ3QdPiqCwlIpL3WnpUG5TwZvo908eRqkf6j6FqQG0vXkWaZoGGJExNBg2JNJXmDk1bzWugDiDtMlmgUpFSJLIVpRckQ0Pm1hGpH+jP1i5NHWXad7NX3312X0YaNVRzDLWJVA+kUxoKgtgUaZPKy2tBXY6UQ1J7DB0Q6eNMS+b5hioqIvEkFPCYFg26C8ereUSVP1rom3QNtA9IWVfnQamDbd3UH0vartY5TZ2OqGQD+4j6QfEi7YM0yGuLeg7TRRvlShSG9oeU1gRUYapbhpK5Q8VNps/GVOrC84jYVFxDFUZqsqF19ZC2CrvDPKfPaBZUFG+gMm8pJxwbqj1RxZJqJFQzjaEyQ3caFZTq2udQgbSoekm6r1GLQ+o/UqSZUk2bICWAKdwxaN6hoMpkKKagOsWL2v+kdxhaKH0l6V5UQ4JSEZW6pERdSEQkGlDb2Tio9phBaS2rgc5Qhax4o/PS1ncW1KZpTU8v0okJPquhMZHaSmVYKG9FpDWvd04RD/tV9c+ozUohlR/zwqS0k+IIHypNnfeNtx1oH7d64K8WQcMoUEcrc/CjmCP0XbRn0pfpv6Mp9bmNHUPtY9JgqBzElHsRkUA12a7OtO3SdH+uHVgvcqTDM02elL9QtE2uPVTZxPxkSYDWLrVZUhiM6hSpX6ADG1Xggm1yrhsqLWiJpDEauiLXSZZzKFFPyq6Vz890B+hopILSz3O8eG/S80ivpvoxKTRQLRYpKAaXKdayjAOVDEFD3ZzS+dwEjTRd03Z0kwJVUMgy8RVpf/ycawTsMR5HDLYd36X9wocyLsxqdrzSVdBep3UtDrCpxijiCfiVBLEZY8FWt/rynudAMy6oK5JS2dqu/cl41dDROEaMlRF35VTaQumQbEH7Mt0JlW4RyYf6pRNixhMs+UGl14USdVzMQ0NLRnxkaPJixzIDvc/sZ64hTsT8NOthjPb1dY5lGKOIiGRUrTMqkfg+6ENGvY0Ke3OgtVE5jvNuB/z6hO37Zh9i5XX1lbWzKOMARXpTkgT3yw7p2tgYIU0eKvdL8L9X4dNErKI312LEnhkUl5NrsFmut2XlV0jbI0V83Y5LKf0WtMkYYxSPwb4As59huQSUj6B6qUhhnUUMmIOOGeBPmkPaN5VFnbecz42pIT1ngfOrM/1VRCSBwqpRa+UaWIiJ29c18T7K5XDNY2zMcjebdv+TQ62vjI5s7o3+rI+pD63NwVZmVGHZlMFh2ZHCOp7A/5ftsYh4AfEYYgBTtoH7C1J1hyyljzGj8QFQt2zNaHxMXxTTr2D/KPDTYQ19wzGliqqIXQsAQw/m2L/Q1lZWl28/8/94Sbria1543uFwOBwOh8PhcDgcDofD4Xij4S+5HA6Hw+FwOBwOh8PhcDgcWx6vW02unxfj374saVIzFJrmlKZWNgeQns400CLlhKm7UKwxKeY4zpAqHI0xlVNT6irnNWXZpLBSiXDeqkoYGtgIrouU2RTKStH8Ir6L9H2kLLfu3KvfPYtUyUL6HylGERTwmGJdO6HpmxWkfIcT0/pdqkpQNY1UEioVjRTSEpmWTooiaJdUlzPKhEYZD9cFPcbQH7aBWlZIrTcURaYa71FVLKbcVs9o2naVijpISTeUIlJDkKIfFdKdSSdMDiuViFSzOtKGq/OgjpIuRJslhYyUwf1W9CHvR7ovqAoxKFcm7XUVdA2OIykuVOfartTbbEpTgJOrViErMhQvjBPnJ8abBDQq73G+kB4WDUOBZ0XtdOHuIdOOrkW1rx4oBRpq4IZ+nm2jChSobKBA8VmpUNYYUYpF7aiqH4mI5KCbCihsmxOamlxdwHxDh2Q92tbKFbWPDPTqiHNELOj7YlAZOfciKO2QckwKVIa0+QRqQ8ZPUCWwy6anm7Tt80pnqMFXRrOgUsA+WqPqu6giFOjTTkFlEOniUqA1R2hXawoKSKQdY7xb+9XOu5+FihlTu2nXVKihmmWBfrK5V++dNNX/V89gHaKCJik7oElRebXnsvrN1ghsi9cUsb6TFGmq++1UykoMH0D6ST6jVKcavwsqXDiAtalA9ZBLur4F+J8YdFazptBHkdKOFPh4Vp81B91fduu8I11WRCRsgnJFagNsfgWqXz3n4KdJx+a6s0sVT0npb04O6ed1W/4guQY/nYAiA5uKroGuTkU/KilT+RNUA/rQ5E6rTkz7D6DuRRN6Xg51roh0IY59CYU+MoqloBQdnDTnJRcQY5VQd+mnkxNoK+KD7nPqo3q4/tFXguoRCv6K1C9D+T6nVA8q5pHSaGKRp57X63AtBQ03x72qC3Yt5Vq1/B5d7w1VbE6fafk2+Mo17bPe7x3Tz2HjVPpb323LDvQ9Dwrh5UX9A2lnc4jz7tR4R0inZ7mKHRqPkc6UjILiU1Cwi3He5kGdV8m62nZ6FfcgzYcURSoE03+T2gS7LrZD0FfVk6COYg0jbZsqhd2IabmfyS6qD6UybL5b/a+ISHZA+616FsrUWFcCy2NwTadK9V71x6RrCeKgHPuD2optR410KFCZN9+u5T+qg6DnQc175V2728dJXdvU9d2n0VS0FTS/vKAaRzpVNAg1e/hsU3bDUKNAvyLtmsqAVGXGcpmfsbFdjHIjEUp4hPfeqyeBVhioVEyfC4VJqgZWngftkWqnIhLWUVLgoPYt9xpUUk443nimtdt17vU8jjgKfdPYr+dQ3VnEUnd5XD2OeJV2vltjZbOXggoux4iq8aTxZlehoioiyYTaKlUpYyiCUjEymVP/ZgiYJ89pO27b2z5uDoPuuYB+XbIxJtXfTYkGKvZivWHJlPqErm3dz8Hv3a3ztmuGyq6IXUQsVZuqwlCuTEAfJ+WQfszQ0Blb7Fc74/6lqMLKuDQG1TibRQyB2KS9Zw/lJXjM9V/WWQ6Hw+FwOBwOh8PhcDgcDsctDH/J5XA4HA6Hw+FwOBwOh8Ph2PK4ZdUVf3nkNyWNq5Z+RfoU0ugEqecRaRtFIN2uOTHUPk4X9bpUCKlNI9UXVBajWod2JKDzhaIiEehbJu0VrxkzUMjSo5oGLEjbbo5oWm5W0y93XUSK8xV7b6aqxmwHninfrW2PL4LmM6rnR1dADyCFiYolTBWuWWUN2Tak96OyFVIlI9ybSnyNndqO6jSoK1C1YlqnUe0rpPWXKTYxrdmoqSF1NNymKZgRKUZMd54DPRR0F1Jer98cqbygX1GZsEwdJ0yp8kpzBKoqUOXofk4pUzcpx5WoEJH6mw8glXwefUDaEuhQRh2HafZIO00m1ZZFrLJMsl2fKcL45aC2RaSlgP6T94DiOarf7T0KqgDpoqSNiVUzMSqAJ5Xisnn//vZxdVHtrr5N79dzTO+3cUjpEl1ntZ+W74GiVs2SBps9+v+eq2pT3bOgnkKlLTyjFBeqYVKZiiBtxiiriUjUp+nPVKlqbVP7qhxFejbpiqQmcOzvUVoKlW9z0sh3q0KbiEi0DL80DAXI58/oMVLDY6SSB1KHQDlpjWkKNu2juoi09wJ/szIP9VOoL6XPoQ92g1IDmvLaIfVX3Zeg5oixI12RPoNqUiIiyamZjn9LjildQCLQJ3o6K25GK7oOGPoa6e1zNq3frLO4hwT1ExnW3Ojew9o+qPSQAkK/l02CinkelPuK9ZX5NowrqYxckybgP0B7ojqgKVmwB8psl7DmcQ0rtCPapeskacDJAmIT+pmrhTigE6BwlZ880z6OqRhUoP5ngxhjql4y9R/Kz2bsSVtibABanKEjbFjqqLEdjj0VlEDHzEYwh6k+izWTik6mfARKAiSkwYnI5iGlnCQbaqekoxkVrrOgEMMeG3crta92GnaAdhi135aljlL51lBpoY5m1tLLarPZDj3HUFBJk290puZQyfp6G3WNWL1L15i+7yj9kBRb0mErz6ovWXvgYPu455yu+1kfKH+LlhLWhGpjirIKEfqjOaZrSvrYcT2Hawd8Q4y4PgfV0fTxoI1jTLyFuC2HnSa7oAhKNbyLoGpTHZfq0/QN8CUBVF0RkQhUVRMXUaUdexBSxcx8416DfvOA+qF0dtHcO5SoAOZnQVHEHiQah4ofVe4Q49+kpvkCWnd0jodFRBJQv/h90viyd96h50NFvjFKtWxcE/S3KpTtuJbSN4qIxFyX96s/6X9K15tsGxRBL6AUAsaYqspUPI1Z3oIlNNbsHMlJzb9dKZsJ1Ks5vwlT1gOgqrhZY0HvFxGjPGx8O+h9+aDOYVLhuM/sOae+lSVTmjuwjq+hrEePXT8rM1ivqUDYj70N+7Zk38EYnfvH9b1D7ePqMih4BdXo+oh+v+8U/ARomkYZlrEay0lwzaOfJpWZtPeCn2Cpnhxrsdx9u7aD9mEojfp587DGhca39mKvhthYxPpmtp10xQhKnNznl+2J2WekYrIP8iOgqotIehFqq/SvKFvA/s9eUMZshaZ8p/6/urqiw+FwOBwOh8PhcDgcDofjrQ9/yeVwOBwOh8PhcDgcDofD4djy8JdcDofD4XA4HA6Hw+FwOByOLY9btybXtv+TpHFVWqxBsqJcWEoFk5ccXbN1ZvIV5a3GI8rxlxhEb9SPIN+WsvMR6zqhFpCpqTD7IvU3WEuIUsWQ38xRIyfcrnUijKwv+d9XF7Ud+7Q2DGu4FMGaBTn6zfQnOduobRJYG4lS2ZR8Jfc7L/D4UcsiTGq9ItZTIoc7grR09YTWOGDdnfy01seJKXEKjjHra4nYcS2TnTe1PFA7xHDjwY9undPaTcltyjluTOm9K9cK0saQYpZ51I2hRDnqK7BGCM9n3QDWf2AtlLxq6zQkkCpmjRBBrYbWtNbpSCG5m6M2Xoy6aXlJfTMiGhmyH1BS3sg1g8uPMWL9Jc5bjncEu2athc1x7ZueH5+27WCdFdRSmfk1fe7h59FnqA2xMaptHfz/Pq7XeZvy6mcf0HZse0Z9DOWFRUQizBlKUze390knVC5Dahh1R+j3WH+D9QSN7YtIPA5pdoxxfm1Rv3KH1iUzstY4zlFTofKM1hZkTRHWJsj7bA0NU8uJ9g9p9YhzIcG9WbsJ/iOgRgptNrDWwvYh0468R++RXIUEOqTpN7ajtsM51F6Az04vaF0D9qsZF9Z5QB3E63/Ua+XT8He3o7YBa+5hXhgZbNTQYN0W1mYImMMiIlJBP2PNDLQv1H1o3KXy1ekSakLBrlnLw9S3RJ0HsyaLSDSl89DUOoEdmLqZtC+sKXk3JNcv6f1YLyhB3bSs19YUqQ/p/7uuIB5BLSxT0wW2yfqRZi3E2McTWBcRJ8i0laNnvUr6WsYQXPfCKtYtjilqD3Es2I6bakmiDprp8yNayylexhhh3pqaNawnw3UAdTkoHV6sKxkmtb5UdE7rbUX9qJ0D32JiOI4Lx6LMBg9pPBZNF+Ir1jRiPaQZrc/I+qSc9wZoR26k5XHNHViHuwp1JWt6XsK6ZIX6PO3vY7zTvTpvG1ND7WP6b1P3r1ALK2CNCKixGLGuU1m9IvYZ/LGpwcO6c/Af+Wyh9tBurbMXIabNYafNdxzSWy/r3Mu6O8cc1XOom8Nakqibxrq5IiIbO7V/6kOo64SvRNh5DT+B2jebiAvp+xkj7tT7cZ0SEUlmUL+M2zv0P+vIcS7QNll3h4j6EYtwfAuxXY4aww3U9axe6bxORquoe4d2ZAN6HKP2HuOEsImaZoU6iqY+4ITuAeNTGrNzLsjdah+sa0gbbKHul6kRjHasv0tjJRGRrkuoufTsSb3HAfgWjD3jYdbOMrECajWa77ImsRT2cVi7WaMvH9L5Fk+jphzWkY39ev7qDrW74eM6v+oj8NmJjTFZJysgnmA9NtYFzvqwtiGu7DqG+oqwwXy8EDvduCZrJovYGnGnzmg7UDOYa5t5X2Bq8Wl/2OtjrhXWboMD6ndZY5H1J01d1Xl8zjUTa6GpY8Y1FnUNRew+M4NvMfHxHtQZf+6Utg/xQXNK+5w1Zzm34wXEAIXYjvW213YgXm2w/rKeX125Ppat1qb85X/7gtfkcjgcDofD4XA4HA6Hw+FwvPXhL7kcDofD4XA4HA6Hw+FwOBxbHrcuXXHg/yhpVDWpzzlSFxuDepyuayoi5TNFROJtmgrXmtRUVZP+XIckMWW3kd6eXdV04hip3fkgpE8p7xnbNE0j9w66QIRUbZOivlPTBIUUzFFQLhudUzzzQlqike2mpChSXbNhfY5kHumsSEMnTMoyUrsD5KBb23r5Falc1JTIfEi/3xyCFPs6aTfoQ6Ra17fp+d3nkQaJdFYjM194BkMHpHx1VwnFDqn1eX/nFPqNHfp5q1vb3X8SdFlQKkREZLvaJmmrTKkWQ/NBuvMiUsmHBjp+TuoK03CvNxL0PPSBoY3AHkmTMOfguzGpnKQglMhgi4hkV9VW425QS3r02DzHdqQH4xyOHSmlRpIZVAOm6IuIhB2afpv16ncW7gC1GE1f/Cs6Fl3dmia+elbnVP+02uPok0inh9R29bz6let/xFxiCv2AzpfWdqVCNOkH1zCmcEXNXk2D7rpi6ZFEchG0OtoHgXbIwlLnc7ikMJWcz4P5XJSBN/QJyrc3tJ8jpIwLaSNI5afdCCgMMWXmkc4dLtj5aaTtd6s/jldAq4DP5/eZ4s+U9mjTUq7abSXtukjpxVgYKgZthX3TA5pbYR3q+F1SQnsslSrC2hi6McfoXzne9LUYe647pJTmoCUnp5UiQWqUSGGdHB2SjjiJPiRtnvLYe9SPJZfgD9BWyn8XKTik6RtqJ/0J+5by4aA0cQ4nKEEQzSj1JSfND9RnEZFoA20EJSS+pt8poy6a+ULZc9IBRzvHSiIizRGdM5V5UNdX4efhaymNHtHHcw7TVuj7GRNVCzQk0KuNDZKWOAh/RVozKCqGnsGYivLwoCQ2xix1nLRoImV5DVJISIPBMxlftwJ6EXwayxGwvIJIweeA4tIYAw1pE7Ra2B3bZ2IijKPxMWyH2PITclbpnDHPQ/9nk6C4oB2k7ER12COflXTs/gIti6UlWA4CVH4TL8GvtAb0WjFKBfCam5M69l0ziO3Wy9dVE1eSHs/9xRWlOCe3K+3XUMkZy+A6UYHGa0qj0LdfBH2W/gr+jnTFaKRzHGrKwyA2NtSownfyE0p75XwrncPcw5BajDiNtrI5Xrg3EKHLu2Z17pXRI2NQ+8rW2ICSAquHNOZj7N991c7P2iwo/twLoA/yPlIzsW6BSptcQ3xLX45YxFBeRSRwXwB/HO/frd/BfKOtZf2gkIEG3dwx1D6uPKP72xxzLR4o+Er6ONIu2Xb4DPpK7ttMaZSajVnan2MdkeLawVIdnD+0QfQt6Z+GHgzfH6PPo+WS8j+gUIvY9wqmb7ICvfLGPYbU1kg5zkAtTsYwp7YN6fULPooUc/ZVtlO/3+rH/gLU7mQBz4cYc/227R0/zyvYEz+v9xURkVmUd2C8xZIasM1s8Lr/aGV1+c7Pvuh0RYfD4XA4HA6Hw+FwOBwOx1sf/pLL4XA4HA6Hw+FwOBwOh8Ox5XHr0hX3/98kTWqSIa2/BaWjynKj4+e1c6AgiEg+ALrRGtL1SOFjSjDTP6/aa7XPIXVlYbXjOYYSIAVVLVJOmJYIpSjTblBGDA3MpPci7XHA0n9upPeJFBQPoFIjJnW0RK0MNCtSGJj2axTvivSfXVDdoVoI1Y2KymId2s1U0HwE6nkTSMtv6fnJuk0bThdx7wuqDJlDgSoBzdVQMwmmnpO2BJpJBnXQ5pBNq10fA41sQa/Vc3pR782+Zco4FTeoqoJ+pXpVWLTUMtJGTCovaGTZ+FD72FAKSAuFTXBcjF1TTaOgrEH1K6OsdB5qeJOgSsIOsmEd+xj0qdYI6CdVKP1dRB8U3F6O+6392tvax7PvhoLmoLYv3tDP46am4tauIUUXWc27/je1iRTKKUXaJGkZrQtK+0h3qmpUGW2ESpKkXQtsPLtzr363ZamjVIfNmUaNe1DVzaTyk4KDORxtIKV6RttB6pFRvZXC81ExlenLrRL7IkWC6nSgdJF+QupRUQmodhEp/qBbJOOgtpJ2wz6nklid83Ot43G0Dyo7BZvg96lEGa+Avoy1g741xxzJu5B+T3+VQuWo4CuNmu950DG3kc6GtY6qrzHGi2qYpAaC/r1+UPsy3bDp+tULi/ofUiLRz1QCoh1koDRVLi12PMcq68InXSnEE6R6YD1rjUFFl/egCvGw2hopr3k/6Hmgb6YzoDKnBT/BNRp0CEObIg2D9GOOBc/BXGuOKy2CqtYiIjHsy9A+EENkoOjSN0eMM2jXZYq9oKbeFGuBZmXCWNiUofUTpKyRMog1jGUDomeghjYKNUWxMRIV+pJnVMGXPk3uBB2NNE1QmY36IP0bn7NIwaE9l6lVYt1v7tIxyqA62nUUqnNUUSV9c6hAD0FbSK1i25MrUA/n842hpMgQYha6Y9hZ5Rrit6LqKFVYGU+wr0jnw1wwNDVSlXBsFIy3Q6mPzyMi+WWl4FC1mGs0lVtJ7alehp2TPluiuhjWLAXK0P0Ru5Yp6pqYnRRslNNojep4J6DRcS1lXCgiEp0F/Zx0VoBrXWSUIBFXlsTApGOTol9ULzW0baxb2SWlbxoaGG2bbWL/MeZeYDuoGFugnLFdLNvBtZgxAZVlGctDLdXcj+qZxTIFsFVD/WWJHa6lKE1gbA37Pjuf1zue/2KUaqOcDbszNEZ+l3Q+7gdL1jNDwSuqRmNsWNKIY2/ofdx70Sey9AXWM5ZXMArehTIg3PtGjKd5Hv065wtjY9B4jfosFVl7LKWX86Rl9nqdSyFwfmdUHkeMmMzBJrgngP0F0hPF0lDLwLI2yR3X1U9bWV3+27H/p9MVHQ6Hw+FwOBwOh8PhcDgcb334Sy6Hw+FwOBwOh8PhcDgcDseWR/rSp7w5CJevSIiqkiCFLz6KFGCk0koAPa+QIlrfril6Naa6ghYQM038stIToj5N9c2HkJZIqgAoCEzdzXttymzCdjF9kWneTC1kejXpGaT2ITWTKZdhyabox1DKiKjUyPRzpqRSDWIWlAkqNVDFhio4TK3cq1Q9EZHNnZpSWJ2HYseMpiJS0dIoBE1gjEf189opTd2tIZ2S1wybVlUigvJWfnivfmcR6ZWX9fvNCT2fVEeqbBiFJVBNkzWkck4rXUtEpIZ2MeW2eZcqnlSY7ou06DDcWS0rjEN9kN8dK1AsSNEwlAmk3G4ilRbUqIg0kXpnxZmA+dUYJY3UUuQMhfAKbO3wfn2MXlAKkEq7ckhtoraIeX4ZlLAm0oaRgk1lHhGRqGtf+zipaxs/9uCP28czG0Pt4z/c95328ammpi//2v/n/94+bvWqTazvUJvoh4qcof+JmDRzUhSzWbXzBL4v1DCOT5/Q4ylVcqO/omJPfNlSsRoHle5VoSrZVfVLJi0dqf+tKVA3GkgFp687cqh9SOpu9aL1VxHsOcdz0ydmoIdk77lLr3VBn4lqn+yn9dt1LlQXYO+5pbAu3a1zqY8qXkjJjs8q5SFi6j8o6Tn6Mibddl7bmpBuHhWoBlCcCU8+q+ft26PnbHSmm1M1LeK6ACpE1PMi6eLsE9pdidJXvl9tlmUE6sMYuxqoOSv63a5ZUNbOWl9p1NxIeSDd7rTSrOgTk52d6c6k1xnaAO6bkwIpIg3EE9V59d/pAuYF++Ma5s4lfabQr74rAv0hpVIUVeToG8VSFSLYNksTkA5VmeusGHYT5e0FkGoX7bTKvKR+GXU1+IaEw8c+L6FkUPFUjGKv+nKqY4tYPxNBDc/EV5xvGAvTz6SqsmTBvNpQdtcBPR/zX0REjmlfpbvV/uvvuq19nFd0LLvPYx6CAkz1WdKnAtUpi/R2IKIyFSl2AjosfBHVrhPYV+suXXuTBVD/oc4XDYPeJdYOYvgyQ1mh0vlBpfpWLsD3QcmN85D0atKxpUDBoe9rTGgb01X4efgJcw/Sruvo5xzzmXQo2G+2UqDS3q1rnaA8AWmv1QlQ+EhJpeIp1EW5OpE2nUzAv4mlp3KukuZmFDRJFWZsjPPTErsj7TEq7L0CFXKvLnb8fswSLVifDGWZCqt7dH4J+4axdFKgTYIqmZOGNwPKG/0SqKbcA5bRCs1YlLT7+rVYgkbtcf1O3SdVVnTs03n4PijVm8iVKpTo76igWN1CDJ0skgrXuWxPfafOna5prD20zQ1L0W1fB7FPUSUwu8SSFYjruX8t2dfyu4Zeaqj46j9ItY6pOC0iEkA/xFjGVPzlXpZ75QZjH9wb7wiyaSg90yY27F7UNIkUyr0oX4G9qKH1s+wDFZDhS4xCOH1xoe1hCiVGZqDCSoVErp+YF6RBmgiaFFnsIYrq4aSM01+xLEK84w79woUX2pdbBdEyeCaXw+FwOBwOh8PhcDgcDodjy8NfcjkcDofD4XA4HA6Hw+FwOLY8bll1xV/Z8VuSxjXJoK4joKPFq0hPXWTaqlVmIM3BUG2Yps/K/6fO6ndBKQgruMcdmrqeIJ2e6c7ZsE2PTM9q6m8A3YsqG0z7o6oQ1UWak/o5U/GTNaR4UnVLRCLcI+8tpHffuBSUt0jBMWnAE6oSY64JuotR37iEVFoRCQNIcYRyhVExAkUuXkFKMBSTqCDV2KXfrcwsto+pBlM5b9tRRp9g+ibVOBJQv6iaY9QqSHfpRYo/09v7rE3koJY0h7QPa8dUVc8oTzKtFgpPRrmJ6cRUqSukmxt1krLnoAIjU7U5j6gSgxRgUkLZx1TtEhFZ3a336Lms7U2XoJY4CGrbFajPlKghrd8OpZEm6CpdUFpcxhwUkQR2tzGp4/Shf/699nEt1u/853Nvbx8v/6Xeb9+/P4WLgioJmkhrUJ85vWKpelSbzHqgtHYF/ofqJPAlRvWrRLmG4xIKaf1UIqMikaFDMEWafgyp8k2k37e6tB1dl0DpgNmY9OgiQt7xY84xqpvVx0DXwr1JRew5BQVAqtYVlYAwl7JRtdtmv6ZXp+vWjrRRpAHoM2zs0PZV1vR+pDNltfLfnvqe0b7KqQ5FHwW6NBUj42Uo+p1Ryk4CKnNrB+jOIpKswP9T5Yr2tQ71Nsx1k1oPekFrRilaKZTH8nFNmV+806rldM3DD0INsjavfiI5BeoXlbfu1PWa9E1D8+bzYH7FBaXiMlVbQ3njmkklZcYc9JukPMBnZFQ4LfjveFTHKUc5A6qH8R7ZHJ6JVA/M53yfUsiSS0qlDQXaDSkhrUP6HaMQN4M5VkLRaO1VvxKDTtbapj6wclRpH6FwnQjlEALsztCmOA+hekxVT45LawBKnLOLehmu+92W3kvFMONTucaSTkxaHJXtulD+AFTrHP6bSn2hoBxpKEqwR9oRaTsRlMSMKnMJ7ZoxQJE+y3li1gVQU7IhvXf83Bk9hj2SEhNT1Zp0MtCCWoU4uzKLkg6wW0MN3451solyC5zDmJPJdp1rnNsmDirGVyiDYRQIn1NqawJ1VjNHWMIEc5sqZIa6P2fj2wQ+gH6Q+xbuEWibjFMyzIUUlFLj+6kWXJyfoAkaRcCuzlRhM4+w3zKlNjCH811QOcb+JS2owZZRmbNtKEeDfUu6hHWOfgXXYfkOQ/uCX2lO2Vg3wxpfXVK7i0/qWty6U0sQNPuwPsG3Vlb1frT3FwNVmUljZ3kHqgYKaHv5lPqceA1rG0uVrHNeIEYv0uFJqcR+0KjBcv2kX2HZHdgsfRH3/6asR5FayXWBpRA4jzGuudnzgCaPONReH+cMdPbLIrbci4m5YfNlc5JrJlWLTQkB+EqjFilSUJFWv5sd0BINXFc5Lxj7ZMPaBwmo2absEe9dVJhkOSFSnElRhz3e6LNWaMh/W/gPrq7ocDgcDofD4XA4HA6Hw+F468NfcjkcDofD4XA4HA6Hw+FwOLY8bl11xa6ahKQmyZXF9mdMZY5GkJJL9Y2iWhmVgAQ0DqSGy0VNpY0nNYWe6ZtUHQlrndPvmb6ZXrIps7lRJkQa5ICmDCZXQLE4D3kipAxWqSyDtPnsglI1ZMimyYYxKCdAMYIphCFoOyJSeKCsZFIOSbfo03aQvtncZ1WZ0tOgkyDNOWH6ItMSmbZKZTAoO1RAXzNjTUpiMWUW42RSUic0LZ2qnibFlIobSG0tS3nNQP9JZ2yKf3jm+fZxbVxTr5tIF2Wqe4pU0PwqlPGoykE7Zb/G1BESibvRXqhbsG+YHsyU1Cgn3UX7OUYK68rtOj97ZjTNtXIOVDsRGWhAlW9JbTsgpb1yDYqWz0/r+ftUgSQf1Ofp+dl5vQGVP6BCdhM1DSm+q/er0uKxVbXhS+uaErveAMXlbvUTa29XZcyuq1DLmlZFxfQybBMUYBGRDCo46XF9jqhEfYzzxdCv+KxToBsyzfsM+klsSrChaEBxLOxRikV9HNS7Rb1u9YzSJ6q0J9Jp4GNu8tkAFXUS0DFJ0aB6bNcM0sRBKaA6brSM50EaeiikUXONSWZBo5lGOjieL9oFJT6kf9OfduNnpXhdv9sY1/alqwUq7TLWEvrv/WprAt8ckVKAZyXtYPND92qbZqAodwIKhWIpTfmItjGvwVbWQFcnPZsKsKRrUa2MClnwab1DR0w7SLuUls4f0mioOBuPggJPiqJZa2CDJYptpAqIiAgU5lro2wTUi7Ab6f5UOmLcYKiSeg6pzAlo/PGCVUba3KvzM9qn45qibAHXjphqYKBFxEjzp4/Kd4AKtNsq88YboMucRpxCX1SyprM0QXoJFImxIf0cVHVDX4jtb7I5FHJJo8lGQGUGDSnfoetW7cKi3gK2mSIWFKxBpIcamppYu6XCIelb9H1U+Y3noL7ZjxgMz0qFsTrGPdmwcR4pOFQMT9hvrc7ULUNRpP2jZATVw6iAK2KpxrQ7xhNUms5RSsGsVWWlJBDr8vzKjFUIph3FVCoGxTYUlRBv3A7rUEzaNaiOEdQzo3GdF3m3jTHjc2pH+QKou29XlbC17ShRsWD3CzeQ0E9AZY00MNITRSwNOOvS9tbOwleCAhtAKxQoY8anQUVkfJuXxNYFJT3uc6i0noNamMyDfgjamYljK539ilFlZymPAsXc0DlR/iDdtPuT9im4FinAVH5jPBEw9qQ0Vp5A6QoRSW7T9bq+DWO/V2OqdE7XqmQJypN9iNHR/6EX1GkqyUL5XcSWl0mX4ZdIh6XvQkwVX4BPxF4yLEC5mRTWQ1B9LuyVQw8oh9jbG4oz7DnMY+6UxGpGvXA/KOzwga19VoGUyrym7M9Vxgp6aPwj1jOWoDF2ytJFGIt4wfoeUutJrzRAzBGfwfoOOjdLRgTEiFTzNvs8sZTDgHgpOanlcgQquoyRWAonwTOs3aO2XF3CmObaVio3i4gEzAuqahv6M2j2N8Y+BBuvl8EzuRwOh8PhcDgcDofD4XA4HFse/pLL4XA4HA6Hw+FwOBwOh8Ox5XHrqitO/F8ljauSj4F2sAGaGdIYqahAuoRIQd2B6bS3KyWJKabr+4bax+mGnl+5AqUopGnmoEhQjUsWrPINU72Zstnqh3LcNNJCkWLe2qFpjPEG1NSugeqxDrUUqLCIiIQ6UqFJPwHFi8pblsaBNEiksDLl3qgIIVU9qtuxyM4pFSYeRkoqlSuZOjoG5S2qZVENEM/DdEqmKFNdS8RSSAIUT5JroPaAyhVVoXpEZSWmtJPaCgpIGFd6weYOS30hBYeUoWgWtEaqgEC5xag4IeWYKZ4R1XuK0xzfyXdp2jbV34xy2ZoeU9k0g0JkjHnUGIXKTL+m7tYH7Xv16oqm1laX9fu1E1D4BLU4267zKIYiYjSjNMh8N1R90E/JMVVODUhrvv4lbce1e9U2R55Wu1vbo+N36b1Q49mvY9f753rOxigUoci8uKpjMfpT6ydIi1t5B9qI73ddUT9IBZ7aVZ2r8QXtD0O7ntC+yS+CaiRi1GQFNC3OY/qAnKnysGVSENj/pFuUqeCIFJRlQYflGNUnoZ66AqUi+jGmulM5lenRUEeMCmuHXAEVBjQHqnAZpSiq7pBuAZWZ5nb1uek82npaVeSKij2t25Rykjx2DOfptbIFKPMgxdyk/kPhKqbq2XZQ1patClF+TlPXY+P7MI+5xlIxiQpsoHu1RmFn8KHJKtZx0MxErLoU1Sr5Mx1T3U0qP2kEtAncOzuIPoY6l1HFE0tVo5JkthMKVKD9mZgDdk713+Spk/pd9FNjlx6v7YCdicjwj/VZqW4cQ5XP+HwcM0YKk6A91kHdhz3GA3bd4pqUY+2mCmvoh4ofVTkxFi2ssSloYKQLUZ0vsCSD2PUt79c+sFRa+Aasq5bSpedXH9exIMU/B509LpSDIFUnu1JQcr5xDpSKS+celEwZIzaHqbwMSumSXTsMTYtzFTGBiaNIvQP1tvS7UCFnaQ4RqyRHOmuyCGonbHD9INRBq9rPPTN6fsI1zNAsO6uRiojxd2VznaD6KSlTRtWNvgcUz8C+pBK1FCitoDXKVexbdrMUCPwMy25c03tkVJ7E2LXGrLJY+jzUubkvYFkAxJIZ5noC2+R4GVuD748PKjWtGO9T3TIv6SvSnmLQ7wPHFT4+AgWNMWzrdi1dkS4U1OVZtoDt4D4JNDzz3Kc0ZqTCbfNdh/V+oIhLC1SxhqVTGQVY3oPUQnyfpWW4HnIPWHrNk2fMvblWcW+Z3Xuofcx1LyZ9H7GaUUzGWkUExCJZwUel3JNQUbGkhAxt1qj1kQrLuI3rHM5nuRURS5Un/ZlrTIySHVS4NUrHjC2wvud9oGXSJq4W1DBBIWxNq62lO9BPuEfOMh0FWm77HK6fJaVsRGw5IIlBN4U6ZoySHUZZnaUo0P98p8B3G9y/VJ/W5xSxcWxzJ8oCwO/GiE1u7ClarU159Mf/3NUVHQ6Hw+FwOBwOh8PhcDgcb334Sy6Hw+FwOBwOh8PhcDgcDseWxy1LV/zl7f/n63RFKgEhjZopbgHp9DdRTqhwAyWEMgqOURzsRVot6HmGkod0YqN2uM2mEsaLUOygwtlVTaGPDkCVgip+JUp/AamOTG2VImUTKgpSUMVp347KPkydZjosU1iZson0akNPgiqEiJg0WaPOwDRKpI+TLkBlE45xoKoY2wG1CUGa/fV7oA+K9nLjWkylxfkmrR9tbc0gzRXtoDJSNllQzwAVqzWkNphCqS65BPpDSZ9TJckoFS1C/aSYTo9UXj5fzHR6pKTmoAyyTeznnLTYuzUNOuvVNqULlg7FVN4cbW+ManurUB4ihaG1SylCpKVwTpapttwEzB8qnpISWZYazu9u7BnS9vWovVdAxey6pDa0crueLyISN/W6fT89Jx2BeZ8PgHK8on3bnNTrxqB3Rc+qsklEVSURCX2wEVKQ4Q9I1zB+CanMpOBwfAPV0KAyQxqdiKUHkyZo1EyRqp3DTzdHtT8S0AhIYaJap7lvgZqWl6THMxU9mUNq/phSdkgvMPS3ZShWNSzlp41+m1pP5c9sh1JfqMrH1G6T5k36A5VQoezINY/rwPW/oe1U49nQNpEaSGpDNqlt5fpEOzXrWZdV/zHg2oG1mGqkhu5Idbp6ZzoDxzubgYrni/mJtPP6aWiMVFqkn4X9xlCtM3RKqJvJGOggVNMVkea9+9vHlVnQg7uwToKeZ2m1mFO8N8diADSRAnU0hoIy45yECpBURqIq2WX136RHm7WbpR3gY7g2iYgdC1IpSBWjei1p/VR9hc1Gdx3U++E5DfWzoMxrVKBJIcF16buMnaP/m9sRx2LeptcQOzI+Lc4XKnny+aiWDSqRie3Qly3Q/anSSKoY6ZQiIvGC2mA2AgomfAbnW5mqW47yBywjwj6nP2RMf9M9SMchxRFKi1Sx5LpqYmuWQyG9aJuOVzpvVdNMDAFfm2HtoFo29xpiVBSx1lP1j23lXBMRgep0PK/3MPOlZNtn9kKMjfPO8U7rosa9UYE6SlpvRHVLPmsJjTRgvY5mND6IqLIGKpxRBkxtO/IhlNRYL7FH7i843oz9W51jnIzqitw3FBTNK4h9zV6qhEpI1VZjs4z9MRbZFJRXC2q8HFcz9mxvrfPaxvU6cE/Bdc4oT4IKW7NjwdiLa7Sk9F0lezLQTk1cz/0/99bbyilsrSFdl5NV7EVZaoPzjdRWKklSRZEK9OhXqismG/bZWJ6EPsrQQgdR/oblQuBjWGrH0DqpiFhQBTbvUKjiin0A19+8u3MZgNaA3s/E1tyX8vpd1s7YB2YtJZWca/QLvq+VN+Rbl/+t0xUdDofD4XA4HA6Hw+FwOBxvffhLLofD4XA4HA6Hw+FwOBwOx5ZH5/zEWwBhY11C1JKYiiBUu4HaQUxFhU2bumvSDEsoXkKKHZWwRpGOvKzXXd+jqXE9VLQgVeyp5207plRJhanyMT7fnND7VZb1nMagpjt2zSBdFEoQAemRRn1QRPLJzhSX+Ay+T+Ui9hOBVGGjokXKZhPpwAU6VFSS8mzoExiL7AJUqqDokuyc1I+Zto0UVlKBIqR/ixTSNBudaQutew5KJ1RoN0gTT3dom4waIFNKkQorYqlmlWuaErx0WNO8+5DaWZld1C+TskmbXwGVFrZvaIxiaZeNw6rkUaUa2CxoiVRJ2avp8Ox/Jiav7IDyG9STNg9b5c/NEf3b3q+pKlD3Nb3f8n3avp4IiptVvWPerffbODyk7cZr/O6rpC2ZZkieajuoUri2X8eiuqC2Mn+3nWPtc5b1wgOn9TopVKaoNtZ92V6nMqMp6gvv39s+7j8D1alTmKugd2RD8B/nlarUhEpbCn+6udfSZyur2j9UHKsgZZndRorKxiGd65vb1NZ6LmufpUgLF6jAvZifCFCUIi2OKjNU4KlQpRDnx6TOge7SAsUwKSiGRVBXNEqG3UiPH4HaJ1PRqYAEmmZACj3VVePT8HWx/e2pBYpXyvWG6edUBkN6u1FVAp1k9T5V7ux7Gspx81YNidSSHM8q03oeKUMx1RJBl2OqfAANz9DsqepbVOoitQp06XTbkH5OFa15HbsMft2UPIAaEhUEwwjU8wrUtHwaqoPo5+yQ9ufKfrXH4R+qT4vizr8prt2hPq0Pz72B+dm9aW2T/UGayQYUfHsvax9Q8crQfgdB+2VMRcpPzdLijFor1fdGoR65C0p8oEvHoPm0+vS61TNYa87pXCDlKZ+wal45fBSpQelxVW00ylT7oFhF5bKEVBmMN2lgjDOGbCmKaJkxC+hbLFswpv6HVPLKpcX2cRU+21BlSIFMXuR3afiJAGqaUSijsiPodqTlk6JIf0D6j1HOEpEKaM0x5iFptoF+nsekooCmSeTDiDeh3ClPHzfnGRVLPjdUuKnya/oGdh2J3i9D2Y0Y86VC2uSKpSvGCZRGLygVOmXsibg3x7xIQFGkoiLpgKTyGKVbEclBLzbUQKNYCGXY41rCgOp3hoLdS1oo9hDdneMgETHK54buSBsmPY/zHr5VeA/MW/rvHEq+EdUsxZZoYEmZnLTEw3u1eaTGot3ZMKjZoIfFUJE0ypErNt5v3an3qJB2DL8buLfBOmnowRtYCxDHJ6C/sgyOiB0/o7LJ/cxVUMWw18tmlS6a0D5Il76idprgmlGh/EFrWK+7OarfT1f1O7UrpFOSJo7yEyxjhLU7gw9MuEYWVB4rLO8AO2jed7u2aRH7J9B+DQkV7UhLyjkk2IdlUA4XsWq8LNvTepvuP/nugZRxlp8wFMUl64v0D9ZPZKOgEz+jqsIsbRCj7RHW33hR71FBnFemrh0XFMMNSBXOQFGk/8E7jfyF+ZaHknIfBXgml8PhcDgcDofD4XA4HA6HY8vDX3I5HA6Hw+FwOBwOh8PhcDi2PG5ddcWR35Q0rlpFEKa8Qokg4DhGOrZIIU2R6XpULqIyGOgu6e4deh1S+GY1JZLXYUo11RRFRALUm5h6F6D+QzUTo+JHZR6kJdZBCUiQbp6sW6qHSS3HcJM+RCUhUoFipAQzfTCDOg4pIIRRSRMxKdIcV5N6ChURo65IOibTUKlQdnBv53YUaEhUWcphH8m4ptDnSCvNenTsK9Oauk4aUXynqglGl5E6TapHgQZKuqIwTf/kGf0+0oONSgzU6QRKXYbGiHkRFVRsjA1SqWTMUkLaAHWL8yi7inTb7Zomvnnv7vZxfRiqHE3rbtZH1bbHv6Xp6oHqM7ADo7hBxRikxgZSjEhlhq3E+6FkKiL5INKoxzrbc17Rdiwe0Gfqmtd79FzRe/c+rrQZUoEi+JVsxKbxtmBrtafO6B/gA+pHoJ7UwLyAf6Qil6Gd7lZ6dN5t7TGGPwjHNH05Bj019CJ9GRSV/JzSshJQsJtT6qNIgxGYe1ygYmWDapv1ER3jyor2beUyaDRnL+i1kGaf79W5k1xZ1GegvXNNIU1NCipeJWqC9MdlKrj56bPaPtCv6PvjBa5Tdq7y3lTSMqo7VAfdiTUFKe2kyRJ8zptgVA2hkEUKz7jerzWuz7d0AHTsDdjmura1SiXZq0rv4HwUsVTv5mRn9UMqGhklINJkuXaAup9e1jWIdLJ0wSoSre/Xv5Ei1wP6ZryobW3shbofUD2l8QBVbDd36nFtTu+9OW77gwqtnEtce8I4aKGkhFH56aK2g7YpUMoNu5VCIyISL4N6ugSqDmgwOWgYjAOogmbUl6DmKKB3te5WFclrd1rqy+ApHde5+9Q2R47r3Os535m6EZ1Wn0EKk1FbZrzCOAj+RkSMb46pNIrPM9CHjJo0z4E6WrMfJSqe1fux1EVxrc5ABSLdnD6gehJU9zK1PVBVjdrhRYxpl6Urkl4pU5Z+3kZRHfMGoH7NNSkzx9qmdE3H16xzIpL3gmoDJT2BvyIljHPV0OgYR5EWTrU9Qxks+GwqvpEWB5qa5J0VQdm3EWyFSqb0PXlBFY9xQAv9Vl0ARQ7PmqCUQsA6znnLbSKVOAV08aJyuxmL81BQRt9SMTLBOmJoZxgvowBbsh6RaiciIvCvtG1D1cs7x1EmxpxDDDyIGAD0V5YQSPcohV3E0hIF9GXuJzP0B/efOUoCUEGa48vyB7V5qxRt1FpnsEZwHw26ufkufQP8D9Umzf4YawL3diIF/8jSC3t1jJMZxKtURSUNlWNBNV6qoqJfzVwVpbyJlFOWzX7hNl2HWF4n79e1I17B/OJcwLgY+qWIxKAWUp2bfcD1ifO2bN9nqH3cd+y06zjj0mRC6dXcE8dQmjZjjHbkUI+M6qCqlpRT4jsFEZGwjviTyuJYG5tjOsY36JutrC7ffvr3XF3R4XA4HA6Hw+FwOBwOh8Px1oe/5HI4HA6Hw+FwOBwOh8PhcGx53LJ0xV/Z9xlJ40JKNFMASWGiUkVPgWrElEooVESGOoN8f6bkISUyrGlqINMYk+1QwGBKb4Gq19yJVPQBqI89oxQtprSbFH+2CRQXpn8z5c8oSoqYvlq/T2lazT6840S6dfecPl/lsRN4CKjukHYz0DkF9aYU7i48B2gwVGowFL5ppE5TdRFUzphKEBNIk693pqiIFBVn9LqkinSd1zTbMK20Mz53tkPTZ+MLUDZatSn0nb4rYlN5mTLLsW+BmpOcRUo26Z5IvTUqa7xmQQXHKKVRuWwGKb6YS1RYISUsGrbP1D5/WO/dHERKbyMz51Xm0VdQ6SQlj5J+yYamLzeGtJ+6Hz2Kduuzsg+oJpLMWuoElaMaI/r9FNRfUpqoZDj/Nv3u2CNKd155h6abR8i6Ju2xtmipxc0+HdfNYU3XrS1rv1GJpuvcon6ZNGpScEAH4fxsjGHeikj1MtLMkYK8tgeKbedB3ShRKEsvwS+Bakd7T0Z17mQ7LaWLVO+ItFXY/OYhTa8m7ZqqR0alEGvH+m4dr7ymY9E1Z1P800W0/XlVaDLKT6TGUrkPakZUfuJ38zJ/v83S8XL4K6P4WEjBvwHj30DFb43qvammRpU6Kx0kEkMZL4JiZLxqaXzte5OeQIoXKTikc4OGEeZhN6QpiPXtpPbkoJ7bhmi7k91KG8nhxyIo/pBWnm9XPxFDofD6B6BvMs1+EqqvULKNT0Hpj3MS1NhoQ+2OisJxP3z0ZIH2CEqfoQnRl5OGAQqJKe8w2pmebpSziiHi1UW9B2kLVJg7pHEG13fSbWmbQptfhHLnuNrQ1fvtvJi/T8d4+BltR/8Ffb6ubz2lX7hbSwoYP4FxNErFFfQB+qx1h1LxRcTGF1Rj6wGl/XnQ5dC3pPwYX4L75WOgfM9h3SpQBg21cN36svbnJXQv2jXtkQiMMxp23TLlD0gPQ3+UqZVTwZGUTUM3pGIbY7tCKQpS0fNdSptPUI4jG9F2rO3SPuNaTEVQo3oJ6iGVxMw4SsFno6829+pYVkjVhrpuvkfbHTVRSgXUqGQV7TipMYdIocQIaW7D2iazBzkDn03lSapzY14EUqOmdB02JVZErL/DXKfSK5WAA1UzYafNKShcn1L/bWj8tMfMjkW8DaqvM0qhSsc6xyDJFfQH948cU9JO6QNZxqXgW0kxpbp0mILycxklmOUIuG/gOezjgiow+4cKoWEKJRNWtD+z87r3Yv+ZfS3WHaOejP1PTGVYsfOTe5hAmhrBGA5KrYwtaHdGIRhlM0KBSss5aUsYJB0/N/cmXZdUa6hoJ1AeZ0wUjdg1jPer7xpqH9fOIs6jb2GpAdIbqawJuiHnZ32n3auR3lq9pvZsrgV1V2ND3Mtu13bLJdCSMb84X/KC0iV9aoI4r7lbv5+ACtrcdt1PtFqb8hff+6dOV3Q4HA6Hw+FwOBwOh8PhcLz14S+5HA6Hw+FwOBwOh8PhcDgcWx7+ksvhcDgcDofD4XA4HA6Hw7HlccvW5Ppg1/8iaVS13E/UIGFdLHKAI8hOihRqo1A2FHxx1pKI96IW0Jxy8YXyqqy9xXpgkJUt1jXI+8HnvgSO/6TytvNntP5VjHbfVGPrxuesI4KaQvG1FXNe/YDyXNPva42KeBh84gXl3sYH9uo9yD0nX5m1NViPoYR3LmLrmkWmZhBqCIA7TXlnI+NM+WTwsRNep0T2WcTWsjEccdYgQD2q5gTqp4ATnZ5Sfn9E/jZr5bBuUb1Q62IIPGLUXcv6lGefd6PtKB1XmcMYo5aVNFGjglKthbpkpg7M+FD7OD4DifEY8sSoycD6G6wdwn7dOKJ1cGpXwNev2PkZo85PtIaaANvRN2g76yXwHNbvWDugz5Oh5lKrS4+Hvv64aUcC7noL/ZFXtb0Xf1Hn5OaYDkbXnP5W0HtJfcPQ83zuzr8nxBu2dsLi7epDKuuQ3W3pdWvz+qxsX+Uvn2kfk9tuasSx9s28rUtG+zd13ljjAv6V9aXCaqEex41r9kFqm9ekn0b9JBGR7DDq+aDeFiWhWW8lvojPUWMiuQQpatZAWkDNn4at6WKAuhbRyFDHz7PLqPFUUkfR1GFADZlA6WvOz9TaSrzQuRaOqYVYJo3O2pXLqCuJNS9i3YzE3rt17oJeirX4+KzwB6U1dfDc2Xa9H2vOrBzQzysrtq5K16zOpeQq6iWuYI3geLF9rE0Fv96YVPuNIO0do03JVbuWGnl51pZgXQ+ujYgVTI0W1hLi+skYBXLrjB9EROJVxB2sCTOEukysocY4BWtjNqdzx4wv1+dijTiuT6xDsqZrSlSHX2OdDqzFZu3eofO5uUPXraymdp0UfOWV+/RZ60P6eeuI2nn6jJ4z+jP9fu8p+L5Z+IldqDGEulbRJuZtse4ra7oy1uC6XFIXUa6gHfCDUUmsm+/XOo/JpUK9OFzX1NsqqdnW3KZ9k/xIa1omqKVCP8EYhXNKRKw9U/Ie7TDrO+pjxmdQX45rAevmMK4cVx8fFWoDmrpJrEvEPmedJcaJ9H3091c61+Np3aZjkR5H7T0RiWr63NwXtIZ1jqULem/GLH2Pq88ti0PXJ/X61WXrK1lrt++MzoWEdWNZ8xDPGmZ0LFhPKXBN4XfHsH/pt/MiXkLtRPileAE2hVpHrM/F+MD4t2mtP5bsmJSOKNZpQ424AH8VsM7Gy6hpzDUWPor7LRNP0LeiJpeJk8XWcOS228RR8P8BcZephTWBWkd1bev6If08XSvU5MKzRrh35YlTetI4apSdOqvtYz1N1h2lj0Is0tqG2nsn1JZFRALGxtZ15rqFfRLjJfgSxhCMEVvbtM+r51FPqtvWLzT7WhNTwa/Rf2DszeeMSbHuJzvVNk19y0KtNPoo1u1OntJxYSzJ2CLCmsnxYq05tjsUamGZdrBmM+ug8bm5l4WdZ4jB0n0au7PeWD6A6xdeOeU1nZOVWcR2WLci1O26sT9rtTblu4897DW5HA6Hw+FwOBwOh8PhcDgcb334Sy6Hw+FwOBwOh8PhcDgcDseWxy1LV/zlgw9JmtRE5iCpCsnvfB5prnuUGmVSx6VAy7qi14qR3kYZc5MiTdlWSJMaqg2ll5nalxXaAdlWYeodn+/th/UWC50lj0kBiZAOn0Nqm1KwIlbCvvkOldGuXNPzGtu0D7oo04v07/z50/o5aBsp04aZMl9M6weYum76tkQCneNNSVsBBTDs1fTx+Ipek5LwxTZSljl9VlM+M6R2JqQFUboWFAZDF6JMN1KUSZ0VEclHkA6ONOp4WuWkZQLS8Vctvaz93UlNTzXUJqIgcW3SUJkSTAl1jHG+f0rvgTT0gFTmGGPaOqNp5elOHRdDO5CCJHcJpWNzSvup66I+XzagY7c+qXbafxz9hLGo79LrT38UlFIRqS7qPN7zx3qP5JRKKU9/Sufnvj8EVRX9dPmDOhcSmMe2Pz3ZPt64T1N60007Lq0utaNmnx6nG+pPKPm9sUv9WPdp0Cog002qdbRi6R1EDvpcPL+obbqsKdkJ5iTpVGXUu2xA7SNZJp0JfqzgK5mmHGpMWYY8/LTSQ8Lbb9dzMBa0oeQqUrVJhQBdxVC0RCQbRn+c0vvl8DnJpNKbDDUH/Wzm1LD6omxY+zK9pDZbP6hUUxGRyn8/pte6c7+2CbLKZl6hPymvTTl5k5KOfsrPWHpBvEfnbg6J9/gC1ghQ7psjOKehtk1a7fqE+p7BZxa1raTFFvwV6S71bTpO1UUdC1Kf5bQ+B2m4pBjR7mizlctImS/KXZPacLvO48YQ6EmQ5ub8rp68rBcCBYH935oYah8nK/CNhf5oTqhtJmugJcJfkR5v5irLO5CiCPvIKZme2XuHO/bpvRGnmLUfNLIwDgor/coetfMEtBa2NbukfZbfp/5XRCTrUd+wNqH9ue372gdL79R1a+A7Wg6CFK0M9BpjQyc0HiD1qLiOmxipl+shxu8CKHmMH0lFIZ0JFEXGqpznGeI6EZEEtKfskMbEySraQd9AW2Y7uvSYpS8oWR/zmiK2hAfiAD4T7SiCH+S983M6doY+i3gl24F4Z8muZ4z3G/vVN1eugaLbq9dKroGORptlzAdav6E+kwY6Z8eClM1sj7YjeV7jIvqlxkGNG9JlUJJAmc3P6BqUveeIXrNu52d07Iy28eBu/Rz9z7g3/u8oczCqfZsvdab1k0aX3KH7CdJfRUQ2xrSfu+bV1mrn1Lfks6D7g+JpaPbwBy3YIPuSsarsVBqXiEjEsimM0zkP1+2eqX3ZRV0LzL4D60X9ECjOaEfUtHFNegWxOUqx8Fk33qbj1XUJZXSwpzMUYtJqQSG7af8J/9WCT43vvq3jPcyeAP7N0M27sGfhngD0dK4V19sFmuZ50pSxdhgKsY5RhJIipPmZNfOY+uyAPiD1VqTQh4USR/ollMXBmhnvxn4GPjga1nZw/RPExlGBrhiWUJ4A5WvMnh9rEsu9RBd0HLmOm3cgLKMA2rSILV+xcYfOma7zavNmv0A6N8tr4DjHXoGfx6TAF+caKJhhn/Yt98TrO9QGe85fb3crq8t3nvii0xUdDofD4XA4HA6Hw+FwOBxvffhLLofD4XA4HA6Hw+FwOBwOx5ZH+tKnvDmI1jckinMJEd7DIU02hnoY6X+GhiE29ZGpuGED1KqzUJC6U9NvA5R9YqhpmJTBs0pbyq4iZTm2KZAJqFgbt2vb45amlRuaAxUHzkIVheoPVDqj4lQxLRFpg7WzmirMvqmg30gzrIMW0bWmKdX5ECgFVO5AOiopKiKW2sAU2BgpxNkIaKRQTePYkWpnUqrRDqMexnRbsWn6VLqMQL1LkiH9HMoT5PbmGG9SGIyyF1JQW+OWNkmKRky1IhxnpDFSyZBqK2dAUeF8gRIQFTpExKhgRky7b8C2SVug+gxomqQHkHYapaRhIOU1LXc5VOoSKI3me+9tH5O6GCErt/+Y2vXKHZpW3nNB70361OF/DOqK2PEjVYH0hBTssJlfBy1xU61iDczpA3+g6dgLv3KgfTz8LSjaNK0S0MavKCVndUrHYuikPuzC2/T5hv5/qoqVH96rF6LK2tP6rBvvV5pDZdWmTlPtiWpK8T1KB8yZgtyAPV7rTPFKDimliz+pNKd0LlRBXxCxFMX6hI5F1+PTel34/xxKbisHdb4NPgalUKSu1/crBbg6Q8oCBlhEYlIOkUYdbyCVnxQB+iWmqAdQxaCCk1wFzWkHqDXzBcUwUEWoRihMDYfiGBV/AqgbVG1NzoI6h7UpHrRp/aTImPUTilXRjNITqmesTbXPBx1haBJrN5Qum3fq5KmexrOJSPSstrcb36/v1rnQGtV1q3ezM7Wh2a9+qfu83pt+rDk51D5OU7uGkdq2cFh9xshRXW+yXijlIoZoHNQ2xaAYpXPajvQslAipuDti0/Erc6ChVjrTLUrVHNF/RjWQyl6gYsbn0SYRCU/Bd0LhyZQnILUBcU1rVscxxXobUAYgoxITKMP17VYhq/eYlnqozkPRD/OQKp1Uc4x2gkKGddjQUUENDqTZnINfEZEAykpCJVXSOEjn41rMtQbre0zFO/oV9A37T0Qk74fPJ12J5RMuYt5j7EjjIi3c0BBJDyuoNYfdSgulGiFpPlROjKHkZhRIqUqIGJ3lIyLG2aSQiYiwfML3n9TvjIMaOwN6DOmbpCJ2I4aLO1PcNvfqvavDNuZmWRHGveu/oPSwBCUIQgq69DW0iZQrqNHFlzsru4qICGhdGdS545/ovK1A/S2/86AeYx8Q49jQ9hgvtkjHtvOi8izWLdDFsgt6nlGh47ygoiL9G+LW1h179XRSu89qPCxi6ZWGcki3ibg0g4+K+PmEzm2WP6gsgF66ijIshXZk96McDasEwaZIUZRp/X6OsgEmXifNj6q+oKmKiETYHya3q1+ro0xN0gMab4lSbgSaZUzKH9YUo8pJnyEiYS/8BKmIVKJkSRj47IxUZtDTkgXshXhN7jUKlHsqebIUDql+3GMl27GWcs3ENWm/EfxpuKzrlBSo7mbfge8nc4insX+KQXEW0HhNyQn43xgxG+mJIlbNsXYRYzmj9t88onRT0m3DeZTUocom6KkRYpyAa0aFdSuQpgxfllxUP1/rQez0An0zzrBOvQheUSbXww8/LO985zulv79fxsbG5GMf+5gcP37cNjgE+cIXviBTU1PS3d0tH/jAB+To0aMlV3Q4HA6Hw+FwOBwOh8PhcDh+fryil1yPPvqofOpTn5If/ehH8sgjj0ir1ZIHH3xQ1tb0DeHv/d7vyZe+9CX58pe/LD/5yU9kYmJCPvShD8nKSklBbIfD4XA4HA6Hw+FwOBwOh+PnxM+lrnjlyhUZGxuTRx99VH7pl35JQggyNTUlDz30kPyDf/APRESkXq/L+Pi4/It/8S/k7/7dv/uS17yhrvi/e/vvSJrUrHoPUgmNkhWoBtLsTJcQsanoEdJhSU9imnJ8+VrHc3Iqk4DGZb67aqkvrdNn2sfpnl36HaRh51ClYftiqDZk16AcByUP0t1M6qeI6TejMDmM1HqkARtFQKrugBbK1OnsMhRSSNWr2bREQ58jtQHPYRR8zkJ9g+n3VOlBais/p+qfSa3s1K4bzcCL2LgfdCMq7aCtAecz/dUovYCCEEYsXZG2mvfCptbUdrIhpBOfpZpGYYzbF8IcYfp3gXYTgSaUU9WQAhozlqbSbhOVLtlPHN8h9gfHzqq+mKZjLsQY15B0fhefY1zDvUoDSM8r1enaB/bqratq49VV247KGtKUW3rcGNJn6p5V+6daE+lC828bah9vewyqTPRLtN+84H5JK0K/NW7TtP7NEZ1jveeQZkyqAf0SKCoBlMY8tf1qqA1QBqqewPyhMiFUA/N9UN8EVaMxrnOHaq5U7Spi6d2gBra0f9a36b175rUP+46qTyOdzFC/qM61TW2WFNm8ZudIZZFKo5xXsHNQNkkvKJ2fnGsc60XQrqmoKiIx1aGaoFOVzCX6bKNCvEvHKMyob41AhShSX6hgSpUf0uOp1pSQIkf6FJVa+0FVJ82evpJUCLHKSqEHlCSo6NYP6/PVzoDShLnX2AdaBaifnAuk2Vev2hR/0vHXd6uP6z2uPqcJWjop9DFoH8liZzUqqh+3erQdyaYd66yq1+0G1SA6RxU/xDigspDuwjXd0AhIGSn6KKq0bQdtFfQEqqeSbhddxrigrEK2HesIrpMsof+LylSgs5l1llSsPsx7qIFVFhDjlMzbfM3Shm+Aa9P1E+EbQK8x8QTiA6rqGfUrlqLg3CaVELEu6aUi1gfTL3GOmRiJ6qJQSGWZCKM2ThWyAv3HqERSvZPxAe2RpRdI2aGaaYkKLmNPKSjikj7HdpQpjfL5aE9mLlRgvyWxiFFjFJGI1HfaJujg2fNatiDdq/SyHIrrRhWOfUzKWqEUhSkdwH4m9Y6lNvA5t4OGng7bpE+LSN3H/kfE2pFRd+1Cf252jndYDsXQZ0knQx8HJFqEPaDEiUgGGh5LwjSGSWvWfiqL7YxCM30ix4Jres32B9e96KzGVFTlY2xCxd4qKJGmXA7Wo4jKsEmBTsxYD65lc0rnXs9x0Oriznbe2g6lyz61u8oy1GA3YXNQBxURQ2WmYqpZ+6m8DV/JfUdyQOn0VKnm2t0cRBxUsf2RrqqfqKxqvyVXsafDftzMPagQ057iZbWbvM/SEtvnrNo1hXbeGFH7oAIpx4KxQrRL1zmzNpLCin3lTWUNYDvJNdg21oV8u/pajqWhc2O/xPUpG9Rx4fX5zCIi0UW1O74XYIkG7olvKKu3QlO+0/xPr6+64tLSdWc6MnJ90Z+enpbZ2Vl58MEH2+fUajV5//vfLz/4wQ86XqNer8vy8rL553A4HA6Hw+FwOBwOh8PhcLwSvOqXXCEE+exnPyvve9/75MiR68WMZ2ev/4o4Pj5uzh0fH2//rYiHH35YBgcH2/927drV8TyHw+FwOBwOh8PhcDgcDoejDK9aXfHTn/60PPXUU/L973//pr9FReWVEG767AY+97nPyWc/+9n2/5eXl2XXrl0Sz1yVOK4WKExIqYaKRYaUurzHpu6mi1C7oFIdUu+M2h7SzQ29DqmxVBdhKr5JV0SqnohIhJRnUulkHQoOO4f0nHnQEnkPqs8wZXwbvrtYyIaDUk8G2lMOSlK6hPTqae2D9XepIkh1EWmkz6vqlqFKltH2xNL7AtJFqbwSHTujX4BiR94P2t6c9k0OZaMINJ8AZcBQTK1vWdpD+7o7kP5JugXTwTH2VEPKoXQWT010PD8U5gD/F0+rwhOpIgnUSUjDiEhhQjtIRzX3qhZSp6GCEa/qXGht07GsUIFkVtNkk9tVjUfmtP8DFOKoiBOfId2t8F59WOfu5l2q4tc1o8/XHNWxr85pWvrGh1R1sff0Yvs4m1I/0X9O7boxAGW1S5aGZFJ80fbu46D6IWX/8vv0Hq0eKP6ApTbyDJSYdmiKbvePlaYQimqTUKDK96gdUU1tfUztgz4tXYKvO612s/jx+9rHXdeQpr1i50F9BNTMy2r/yw/s1XusM80b9KvVzpTx6mMn28fZYSi24b5zv2J/2Bj7rtrL5j6lTIxc0TbRry/ep35i6E+f1QvBtpg+nsyq/zAJ3JXCWFCVDNSqaF1tpzmh96jQtkmDgTpiINUXSk+GQg0lGhGRAN9On5HvgiriIto0qv60QuVaKLMlLfWVWS+o/w1rE/GTz3dsb2O/zvWNB3T8Bh/HfKFvIPUIlAwD0hsLPtoouiKdfuVdSvPp+77aGn1t4261u+qTqtBpKKUY+2wUKfooWSBiaUy9Tyy2jzepDAkfFc/rOaSrtzBGjYPar93fVZGeCqg5hqIlYhWNqF4LGzS0OMwFQ1UljQ60iAxU8GTS/mjJ/olPahwgpKrC7mIochlqFagN8VOdFc0C6Git/VifRaRyDrQ6KCCTih9dgR3NgT7FOIVqn4j/SDEkijRBqi+TehdPgO41jX7CWDR3DLWPq+cR8wEZfHl0p6r0xqRGiUgMRTSBoheVKxuT+kwpFOmSeX2mbK/2c3zW+qI2Ji2lmn2evQ2lA87AH0CRlf5AoLYX9YHKwriNsROPC9VWcsQ/9ffd1T5O6jqXKs+c0S/At8ariJFIg4QvJ/17+dc1/uj/L0+YdmTv1XtXT4E2T6W/uzXeCaAyk6JIdUp+3tgHheArNpZpHFK6XuV5KG+jDEmyU88xMTQvxBIX8GPcL9EO4hXQu0Qk0OdcRekGfo6yM0bJcxa0ZlD8o3Wsq1jTs1061+KndB0QEalg3eJesZdlGGAHHO8Ia5hRswPMM9D/rthxyRArxAd1zUyuQLkSSrbVny3qOSg10JqGQvMElDR3aB8kM3YfwH00yxZ0f099S+tuVV3kfrCFkgVU4K7Mwg4YK5H2W+gz7sVojwK11Xi9c5mI+IhS+Um1Sy+pbTFGr55Rf5+P2JijNag+2yjNs/QRS97Q5y/oeEXwY9l+lOxYwrsAKK+u7bJrae9z6h/jftgR70F/cJvGO9Fp2O8oyruwPADKF0QFWjN9GRVWSUGOzoDK34t3GvQN9MdYk+ILsH/QEKMLhTWFSrt8zwJ18xZKQKy84/p+Jmtuivyv/0leCq/qJddnPvMZ+aM/+iP53ve+Jzt3anA3MXF9UzY7OyuTk7pQzs3N3ZTddQO1Wk1qJTWSHA6Hw+FwOBwOh8PhcDgcjpeDV0RXDCHIpz/9afnGN74h3/72t2Xfvn3m7/v27ZOJiQl55JFH2p81Gg159NFH5b3vfe9r02KHw+FwOBwOh8PhcDgcDoejgFeUyfWpT31K/vAP/1D+63/9r9Lf39+uszU4OCjd3d0SRZE89NBD8ru/+7ty6NAhOXTokPzu7/6u9PT0yN/8m3/zFTUsu3JVoqgi6ZRmhJmUQaoBXtCUunSskEYNSkIcQMuAqlA2g3Tpw6BinTyjn++GAtUsqGmg6lEBxigziEh0UCkTeZ+m7iU4LyAFMKcaDKmPoDEyVTKqa+potgg1HRFJ0EbSnqJlpBMixbH+wB3t457HNTWWVI0MadTJCNX5SNkpKGsUVYleABPOScswioOkvGFMjTqUUZ9B3xQoYdFOpYGxD6jsw+tmB9QG06vaf2a8ofbB1G6mcm4eQlqmiHQ/BuoMnxtUg3ib9m1zmz53BSolTLXODuizpVCHiwqUzcBxgk3FoDRRtSSbAgVhGSmlsK3s2RP6+d16vkm5L6ghUaWj56jOw8Zence1E0hvxRypD2rfJDuVClFZ1LHLoUK2uhN2EFk6cc8JTUtffhvuPaLtbfbqvRfvhLIpzHxQu0Auvl/HdGNCz9/T0B8H0kU7Ry7hOzv+N6RbQ5Fo4DhSmaEQlyEFu/HBe9rHQ8dAwYECz9KdQ+beWU1tNevWZx14QsclG9bU6fgClF5AHcgH9Lh1j6bAh4qORYKU9qyQyLv4Tp1vQ9/TOcL0caLnMsaS9gUbjzBf8nH4oefP6OlFSliJQiKp03wmiXA/UDLM3CPFiMpqUKok7VdEJBvQ5yZdoDGoNtEFRcvKWdjNNp0XLVyHfZOAIiEFXxmw7pHumD6uNMb+g5pCX0bT5NpB5eHWRbWtdBz0dFJiRCTiOgt/1fcs1kzQrDKo6tVO6vNle6G8xaE7qhTimMq/BUXcMNOZvlV7XCkyrTv36rVWQBG4qO2ozIMatQ/rEbLaqVDbOgs6u4iE9xxpH6dzeo/6brXtrudRBxU0PCpVUtWT9hiDZkI6k4hIBOp6fgfoc1BTC6BP0OapnmTWT1MSwFLrb4B0bBFLt4hJqWyA8r1LbSql/4AKnyyBqrfDrtF6A8yXeUtXZKkCIuLzgSJEymb6U51HgWUfQHtMxhHTkj5bWEtNzElVPlCJ0iVQFBfwHIh3Wpg7FfglxtLhjLXHCG1MQIOkX4s2tb1GYYv0MOmM+j179RzQ2mrHrHI2S5rEoDRVfqbzW+hfqXBNNc0xUOQyxKEYu94LiIP2KqNFRETWqHQHR8NyF5gvG/drTFC7BvrrxlD7OENMW31SnycqrFsR6GVGUREKqwnsOQfdOe7B2kY/uGRtvg32X2EexKQvQ32S+y2uEcn2krnH0iFU6ATNNYY5mvuKSCD9jZ9TBRSUSKPeS2rxlPq0+KfP6TFod2EPKNUFv2nUXc9pjJ9fw54OlLCE+yX0c8I9LvaAVH9kzC1SKNnCEipQ244boBJCjTF97oy2j3RiUoVZ6gFxkPGzIiJjGBtQ8prjutZVL5D6qGNXHwMV8bs/ax8niBuMPS4sto/jgrp8hX4UZRIYL4VndU3nvMjRphh2zfiqhjUiPq3vJ3qWsFcWkQCfnSCGC7s0JggndA/O2MQowFJ1F/ZrlNxTG8+y/ATLnhh1XZQcoiJrTPVIqLlme7Xd8TR8M1VvC6rFMfogv7aof9ivPpWU0qFnl1+4ZOH9Qgle0Uuur371qyIi8oEPfMB8/gd/8Afym7/5myIi8vf//t+XjY0N+eQnPykLCwvy7ne/W/78z/9c+vtL6nA4HA6Hw+FwOBwOh8PhcDgcPyde0UuuUCjy2AlRFMkXvvAF+cIXvvBq2+RwOBwOh8PhcDgcDofD4XC8IrxqdcXXG8nwkCRx1dI4mHKJ1MqECkGFFG6mL0ZMZaTaBFJ6W6CExX1KuWoOaAp3FbQNoz5Dhba6TZGlSkc4BjUIKmwhFZrpkXIRShlMGWe6LdSo4uHylEijcon+pJpSF9IxmaYfqPiA65i+bCCdsrtA96HSFNuL1HymjPOZSN1gaj3Vhlo9OkaNIT3uvVpIX+ZY8HNeF21Pr0AVkrQKowaDFE+oWpnnbBXUJndomm1Aan2E/g9IE688i7Rozovdmn5feQYUSKpDQZFMRCQmlQtKXVQFIf0hBn2WKcQ5rpNCVbKJsUih7hkKadT5U8fax2sffVf7uP+/a4puQEqwzOlc6L0EWiHoQqsfUNWi3tNqmyOgsYS0oHSJdNq8on9LNvTzrgt6rduPYSyRrpvvRCo55sj83ZrJmmwgHZt0NxFpgHlw9n/Wa3Vf1vsNnFcqRNcZKAWCJtJzVilFyw8olbZ2Tb87+ARoaiKSD0IZDMotpB7F50g1AEUa1KEUFLfqVVCnMXc27lN6xvgPF007qAhDekIT6qJNKGUu71b/XZtUemRlA+ONsei+jBT4X1FaZ3XFUuSqZ0E3IF0ASmLJgtp5DqoCfxAyCjegP1A5iFTpqECJS06ChgS/VAN9hc+3/jbt/54zet3qRVDT4APz3aDLzRaoaS34BijpUTUpbIKi2MTxEaX+50g3r29X/9jVc2f7eHMQn5+ytmmobfAn9GvJNaXkJZex1kNRK14DfYpUCtCcBKo+RTVYUknrU6BYXAZ9n2q1k1DABNU3WuCagnuwDAPKMyT7QQkVkaWdagcDUByrUaGP8RLXUihV5qTPJpbS0W7SWIFGBLvNSYdg7AUqkVBYCOPFdSQeHtLPQc0OF3Uu1O+2Kqxdkfo1qrdloH9uTGibehj7tNAO0qipWIW2ktIlhZIYXOOpRMm1m76P62oEahXPb+1T20pOKt2FSlRGCUzEUEvCJujgoE1t/k/36/enQIncxDzC+hShjEWYABWwQOUOpEAlUCujwjbsRnBOjHIXYRWq0aA91Z6GwiToRaS7FVF7Tvutfh/Uw+Cbk2VQhLbrmpRMg+pL5XLYZn071Neq1k+0unQu9Vxe1HujrEhATFubx1wgfRz9FzXxrKCy5aQniRgfQvpVhDImVARMDupzG0VA0ogQ/5EOmJ3TPo4P7jXN2BzXNaL2U63jkMDXmjh2DffmXN1h51v7fvAZ9PF5MRmDyuer8MH0Odwbgp4n2JsI6Yq9sH8qjdLGC7TJ2gxiIVLDxzt/P4PvIzWNdPOAZyNtNSooucfwWQF7lRyKgGt7QAdc1P6o1HTtYTyWHtW9hrEPxgYrBSXaHKUlsE+qHEW8D19J31Vd0Gcwe0v4KJYSiuiTCvsOfj9Aqb4FBczqLo2jWEoooZLkin63skBbho/H/qo4V6P5Ap3zxvefUzpyfv/h9nGzH/HYBBS/4SfSZawLjAE27TsJlqaIl9FeUN053hHeEUQof8AyIhHKoRjaKt9tbLfzgnGHUbxGrBbXbl5fQim53eIVFZ53OBwOh8PhcDgcDofD4XA4bkX4Sy6Hw+FwOBwOh8PhcDgcDseWxy1LVwybmxKi3KR1GjUBpuExTbvH0hXz50+3j6kmYJRikIleuQRKBxS5ohIFEpkoSR9nCqWI5KA4bj6gqdO900ghBn3CpO3hWlQuq49ZCkP79B8eN/9nynl+Fc+EdNFkAspWTHFuaGqmkDLCNF5SFqAQZBR0RCRCijQTDZkKGjPNFvQHKjyRXhpNa7p0AjWGnmtUTSwowyD93LSPtLoZUIx4DimNSBlnim1zBOn0SMuvzlt1qKxXx8VQXPYr7alySWkYOVQ2SSuKoGIRQOmKQOEIdZvWn48P6b1hHxnanrDfQLOKBzqLSFBdpwIKR6BSKJW9RCTGvVPSy5Byvvh2TVPuvQgVxSWk38IHdF3RZ43ntA+u3q9UttqKpW9WfrbYPh75Nq4LnxOo/IEU2yv/s6YTr0/oeKfwK72zer9T/3soUg5hfonI/q9pX9UugdIEWugyVBG7Qmc6yMXf0GcdfVznAml++XBhfpJKsUvHKdoAvWm32lfeA5UwzLf6BCgBoOjWR5CyjM+X7rDqUNUd2q6eH6v/TpAKndTV5/Qe036if8zQvmQN9n9c0+zhxSQUKL3ZkUP6HPBxjR1D7eP0h0f1HvANOdLY89v26jmXlG4boFATg1qcj+r1RcQoaJJqZpTWMN96qEaFFHOmiYcpUKWhrCNUxRMpUIygZEilY9CYostQb5vBs2Jt68phW8/pWCT3an8HpsMXQIqAWXugTGV8zlmsW1xXqTBGSuOVRb1OUaUKyoKtA0p1rYHCQLpQ/JTSqMNdSq1nX1LxmH5MAvo+tr9HDn4bMq5Q4DUxCOMl0khBtaHqVHYJ9BiqbLJUgIgI+j8ibYdqoXuUBsM1Ojff7axM3dqlMVUFdlObK4wF1lbGBynihr5rKC9AhS2qd1JhEj6AMU6MOI9KVCIiMZRic9DpuU6aerYsa0G1vULM2Ol80nGksA6TGpvOaH8kUH7uPYY5ifvRv1GZmoguqH3km5YqGe1Rak/OUgXwaxzjxiH1P7UG+mlW78HyJFSUI42X8aaIyPph+BZ0W9d5xNkYv3gJcSLVKYewhtHnssRHFWv9go3tKnXEP/Ah+UGNUeO1zoqWNfqlFbVN7l9M+Ym6jSHiGnwi1g4pURc19GVQGo3909Ywd/J3qBK7gLYuYss+RPBRAWqEEsPWsNZQ6bhVBZ2piecmBfgs6NFFcE+CfViyqvYYuhCb3KPlLszayxIE9F2kNUPZMqFKnYihGrOfCRMfx9z7Yl9LiiKpvvRvlfKtPedMc0htomsetPezUKO+iL0QBOTCPp3z0UmlE9Nf5Wt2XrBkEPfzLAMQXdI1NjmkVFoBpU7QTzmelWqYBsXYbg4UVuznKyewl+IaQf/IC1ENGfQ6YXmXCfVd9DcitjxPDhtMGB+chy+/ov472qf0/awfCrCb8AdYC0mbFBEJjO1QgiPA94XezmrlAWse95wBCqIR4pccsYWh50qhFAVtgjRGxEXJwtoL7X956oqeyeVwOBwOh8PhcDgcDofD4djy8JdcDofD4XA4HA6Hw+FwOByOLY9blq4YTU1IlNRMCitTHYu0xPY5hfRIQy2kaiBSXXMouiQBqXRIt0t2aEqeSdc9BzUepk4XKHLJuv6td7WzeiEVC5jCJ32a2k36YPfzmtbJVNXsLqR4ikgCKtHmfk15TqGiE//FU/oFpr1DHS2jgsYYFBKgTkFFkKSQIkplmoipwi2mV2o6cd4PKsSApmYy9T9eQdok7tUc05TLSm7bIaA2UGGCihtUXqEiBtNNDfUTNJiU9AJQOJoTll5QeeZsx/NS9EfrsFIN0tnF9jEVBzkvaJvmnHWrrNEcQnrrGU31zvZpSnVCKlBhLG8gB32HqjuGQkw605ptR4SxqVDpCGpz1RXQFn78bPt4/v9wX/t4+zE9Jz2mqdMboCiOHFU7jQsp/vkhUH+feK59mD1wd/u4dbvOw55jVFXVwz3/SVO7V+5WX5IhdX/3I1AlLKgy1R5TepNM6v02dqntDP1U75FtQ2rxT5/Rtv5Peu+lg+oDey9pH6/vsApZ/T/SsWwcVH+XlKiuVS4tto9JVa1mUNnEPOx/EsqMtMd37DXX7X1K6U3N23Xe51BBqz53oX288AEd4+G/hALgIOiYXDvgc1+MJki1od6TUFREOrih0fRrP4dJnUcx1fpIA4P/ECoEF2yTlKb8POjZoB+SPhRTKYrzFmtEBJ8dnwf9Z7BATaPvpH8kBQSn028a9Uj07co+/e7QNbXxzUFdH+K9SncTsdRYUrvjZawjUAIKC4t6DilToMyT0kFKLmOLfMoqAUVHVfUo2QR1aRB9A0pNAppPE/Yb495GpXFa7Te/R+mb6RVQ6kQk24f+eVLLE8R7lQ5Fak7jkNopafP0PmW2fJOKH214GevhNdDjz4MyvlvbROXgFmk36I/0tPqJHFSvMGqpKDHiqBQKkK0xqIzB/uMT8A2gYjFuiAbhT0n/oc8oUE4CYqEY88pQv0ghpmJnCb0mnVHfkCEuTED1CAVKUgoVP1I+jToj2mrUxvswL1gygkrPiC2SHerjRcTEgAnpSqDXkKZC6ml0HjTZ25XSS7trndGxk3eoImtyDDGUiNTm4EdJ1WOMBLqiGePtQ/p5Tf1NOKX3juH3GJeYe0mBFrdMmiB8YlySYwAaqfFdiIma90BFeN7aY7yutra5S+2re1XnfeuE0sTDu4+0j1OUZQmIP4T7HMQD6Ul8Xrd+ohZZNdQ2SP2awn6LKoqgjK/u1T4f/I76X6OMTvXYrsLeELS/xjYdl65z8N+wf6qpZydBpwdd1PilCeyXLkC1eL2wF8Weh6VOGDvJvPrQqIr9EkobhPUSVTmuZ9z3iqWXmc9xKaP6DfuPUcqG84V7UUPhw/jG3XYsqMps9kbDOi6VC1A6P3VGr3Wb2rxcgYowVDkb9yvVtHoa1GeWOBCRqCSmFSi30v/Q9xnFWbw7MO8neH28C1h9515zOxYM2UApkR4qTIJaGR1GH8xovJ5v41xDGRzQhBlniIikK1ijl2CboC8bKrO8NJJZlNcBTTOqqx8qlqJgaYQcCtSGvvw86LA3fGJu4+QyeCaXw+FwOBwOh8PhcDgcDodjy8NfcjkcDofD4XA4HA6Hw+FwOLY8blm6oqTJ9bRYpOmHUShJlKT6RgUVOdkFNTCkKScLmkKYMl2uGwo3UA2QC6B0MX2c9A6k6+YblpYlVGfsVwoaVU6ae1UxIlnRa9UnNIWy+4SmKDLdc/2Qpqd3fetn5tYRnqP7vPbn2n5NIey5E0pip5GCDIoK6TEZ08cjjAUonlTBERGRDZgb0mmZOhoGkC5KatsK0oOZKox02OYeTQGuPqPtC5sFihzpFlQBpGJQE2maSP2P55GKS6oTFCnDMSjCgQISNawSkEmrprISaYJ1mwbfvl8fxgW2TFoi6SPSa+/ddRyUN1BfaqdL1JtIWyANEtfNQF3kc8eLSE8tzk+k5SaX9N7hdqXc9pxVm42mlCZRXUWSNJRG1vbqWNQW9H5UkmkM2HTugSdB/UWaeIp5GBIdLypTdS2qzbdGtc/SdVAxQVPouoT+uIj5LCL5QX2OjUmovqyonWZQzGvuUzpl/Av3to93/pnSXWIop2wehnLnsrWt5gH928oefdbeS1B6gaIl6RNGFeWc0mOibZo+niMVPNuhc7VrDnQ+sdSDZEXvF0MVUfYoBarvgp7T2Kep9YZWeEXT9SPaNZXOCins/U9ijjCNGqgf0PtVHlPFu3in2unGQfjmWVBL4DOybtDnC+pm1Qs6lgFqQ2EGijVUekVqPukCtNkwAEUirCNF1aeYKrq8FmkVoPcFUjLwebygbeq+gmui/3ueh+8pUMwTuDJSJppToIpcBj2M6f471Rcl5zHPQQEh1SAb0XFJ5hZNOwSUq+7TSk0JoMQ0J4faxzF8ZfqcptznoGOuTum4jICOQIU8oyYtIhsTGiv0UDUNzx1f0P7sOqV+LMO8lcOq9JxBcTeGkiljFBGRDFTcBLSiHDFOMoxYDbRcnpPClxefTy8ERc/E0nQaoP+nvSgpQLov5zfXVSpF7YCyNNZuwig6k5IrlvprqH68H2mQoK+UqmGyJAMULEk7otqbiKXZRqTFTZHiiP7sos/R/qhcg+IX1n0TpxVUR5uHdd2KMihhsZ9RgiObUn+VQFktHNf+NxRW2EpGhT0o1omIxKDkkaqa9yHWOq1Ud8ZdpLCS2pN065ys92qb1kf1uPtpG+vGmDM5qNPNO1SRrjaj/irGMxlKNRUEcf3qWahk9ttYhjAlIDj3UH4lx1w3JTtQ+iWDHcS0ZZSikBOWOso1jcrDRuVtHfHVZX2mHMp9lTXQG0mnhGpxBnXKyvOg54qdu1302Ts4L7CHgYp2Cqq1UeiDEvvaTuzPSJnfbW1zdVxtcOCnaGPe+box9jymNAqUBRujur7EDZT1QF8W2x6BIt1zvPN+cuUevUf/zzQOMkq0rc50Ma4vKdYpEZEWVfYw3yrz2PdhX1RWiiUizRh7kArWWMH1jaqyiOQmfoF/ZRyLY+Nr4bOpbtnaDkVWPGfSpef0fl9LC4iIBMQTVIPN96ndcY0NKKtAJWxSltcO6v368P6k+oRSfYto3bFX7/czjWOpmhstgebN+UwqM+13Hu1ugAJZpBNTlZnrJyizEaiPN1TuQ17YS5bAM7kcDofD4XA4HA6Hw+FwOBxbHv6Sy+FwOBwOh8PhcDgcDofDseXhL7kcDofD4XA4HA6Hw+FwOBxbHrdsTa785BnJo4ok4ES3BpTLmZ5FbY0RyDAXJUuvgfcOHmm2groIqMETgy9O/jclYxPU2QioJ5D1g8Ob2Zoi/H9jQM+rPgmJ2ouQUgZvNd8NDjw4+pS1Jp+XMtMitlbD5g69FmsdEa1DkCGvQS74h0f11qiplaMWWTykPOGoMBZsRyiRtjdSsidQiGXbkN6jq7PctZHAnYRU9hlwhsVyxskLj4dR22ATtStSvAsmFxwccVP7497b9PiUcu+bg6jxJiIV1IPI0Tdy8oy2aUHttwUbTJuoY0GpYvYTaoZlrM8lIvEAak6gdksg95w1RSD9G1CfLh7SuUebMPW5UBMu9FpuPGtOsCZMelXn5+Y+HcvaRcjKNm1NkhvoPa71CCiBmx3SPstTW9/l2nv0b5vD2t6xxzDvUeOJdRSSBuppoCZDbR71TCAxnvVC4je1Ljh6VmuS9F1GnSWMPT1LVtP7NfvUNq/cp2Ox/Wk9rl7W62SDdn7Gm2rP276NOgys5cRj1umAvLaRkEafsR5M5RxqinShHp2ItA5qvSJTX4d1e1A3o0LpZtSEypfh3yZ1fFusfTitz5l32bFYfYfaQe85vW5zADXb1iBdzr45q/O+p679GjAP6QPTUbXx1Tsh3S4ieUVrewS4om7U3zN1k+ATOW9ZZ6aKejCsrRFFBXly+NoM855rTLikc501+kythXW1u9ox7RvWAIv279bvoj6fiK3TFqPug/G7vajlsVTteI6xZTwP67skl1DPpDA/m6gll8FeqnPwzajjZ+qtoG5XPK11gbatoq4N7DpA/lsK49JzHtLlrNuzjFpJrC+Cucp6icL4aBZ2ynorif0tNGYNIMxJ1uGKGCNhbUswF4gQYy0cUhtK5lE79aytX5gyvsBabGTdUWMo4zmo0xnNwv6xLrIuJ+uOsi6WiK01xfXQ1ClEH+QXNB6JJ1C3ZxZ2h3orUtG+yfahjlkBLdQlYo2nhHPk8Wfbxynig1CIV9vnwG9mU2qnoWHr8aTL8EU0edSs4drPdYF1dGPUGzKxLurgJNdQp5c+UERk+5D+DTW9IqxtYb/Gt03E7ETtIupNYk6la3pcPYB6TTfFutgLmHgVJ8EfsCYaY5ac8RJ9CWqyhrQwP5dRe2sRtcKwz8kmdFziJdS5Qh1d1q5M4IuMz56B72cMICLNPu3/SklNngjrVoS5k6Eez+aQxg2tXz3SPu4/idpPsL9iXUnWEm7sxHOztlvWOe5tnVM/berrtrR9/T9GHSjO+W5rWynihrwkDjC1n3AtjnCOmqyVHP6A340K+SujQzhNz2tO6ecJarP1ndQ+NLX+spLacahlbeodbtq6SSnnNGMWnBewhxHUfNscQw0v1JqL12FbGEfWNo3OI54VkQR+JsO+O6bfvbqI54CfYX3GIfWhUY5ahLA59lMOHyoiIk9p/SuzM0JMle/WeNjYB+cO1jbu67PzGmvF+xBfiYhcVRtMn0eN7Rrr66qtRZMal8awg2w7alNX8b4ANVKF8UCx/iZqPcbnEJPtUttubdfvNw5cH6NWc1PkEXlJeCaXw+FwOBwOh8PhcDgcDodjy8NfcjkcDofD4XA4HA6Hw+FwOLY8blm6YlSrShRVpTWtsrTpOmgclHufVWpDa8GmqhJJn6bBx/v36L1Ad6FUKxH3Q0J+O9LyL6skbWUeEssF2W3KqWfdmrJI6lxycK9+AWmJlWWkWuNZpamfV0b02fIiNQ0Uu64zSBOHRHBgKv82TcOO60iJZLoz6J7pTpUZDUgzpqSqiE1RJzUoQaox5auF8tVsK9NnQX9ITkAaGtLSxfTIBNQg0nMCZGUFkqVMgV2/jRLyaivxPNLbSf9BynfXrJXdDrDVGJTD7K4D7eP6sD5r15Nn2sf5dtAEryE9GHLmIYCyMGEpUPV9+hzVK9ouQ3eB3Wwc0vNrA5o2HEDDkyGkt4M2lm3Tz7NepCuLSAX3boyA1nIaabI5UohnNLVYDuvneQ+uC9oGpdSrV/VeXadhZ2KpDc1xTb9Nn1ebat6h6b75hPZ/ZUltcOF2TToe/QnsCZnxpEOFcZu+3BxVKfasquPa/aSmxMcH1Xf1PqX9lA9xvukz1E6C2o15W1kAtayAAN8SxkFBvqD9n99zsH1c79P+7zqr/b9yUNOMh36kqdMtSMg3hgtp/eugQM0irf/AXpwECgMoJwklru9R2nALNJHkuKZmUza+ctmuHT2gkxh7XNI+zN91p7aPMsdIlQ9IwTap7qCCk/JUWbVUIPofUgoE6fE5aCbhdrUP+dnz7UP2cuOgpusvv1t9w8C5Av0HdlvFmpTNkLoI35J1pk1SWjqbhi2DMpVTMrooTw6qDvsqWYUNT0OWHRS7eFrHjhRAQ4GEnwj9uGYhnqBMe3oVtDjQptaPKL2gGzYvOzT9nrT81V3q94Z/BpnuM+p7QrPQH6DEZ7erz0iXsGbSl8OWzRhhnRTIzsc1+HiWgxBLpyL9Mwe1JMC2SQk2FFbSdCjXzrHAurh5r6VbJBv6HJRQF9hHGAYtHzEj/Vu+U+dtck3HNJ/DGgHbv6kMA+mAXPtJv+oF9Qi0TsZLMSgdhn5Jmuu6fh5dsbGqKaMB+hBjk/zeO9rHrW6U5gDlrfKczs/Qp3ZAKj1jQZECNRMUO0PtxHHzbfvax1XS8EDXFdo8aNc5z9mnsaeIyOakntc1o2MZN0EhxlpPu4kWQIOkzdP3oE1ZD8oOXEabRKQBulL1hI5ZukIKrI7r8h7tv6HGkLZvFuUq5jT2zw+pjyFFSESka0X7OQdNLToLn321c6mSnPaLY2PXhn6pdlPcd1RWEUODNiwllCuOCymUI4+rT6tPgh4Gymy4oD6mGOuyn6szi/o5fHvYiXIV7zqkX8XaG9b1fpVzOhZL79X1trao59Qu2LWD5Svi7ShFgfnSHNH5RgpmDLuL9qKcDGwwPotyN4WyIBmo/DH2TI1h/X7PYkn5gznd47IcB6lz3J8xFskL1G5jB/y8ZB2KYF+1FvZtKD0UgcqcLyzq5+gnie0c4fORuiik06cl6wWotzHLGQzB/2LdiujfSPUXO5fyAdC5L8Pnc++LPWrEWIblbljGCNRDloYREUOJz/D+gPvoGPvXML+obWXstAI/yzYxnsC7l9CwFNbWbRq/VDCuzUHEBCgJ0/Ojk9e/F+x1yuCZXA6Hw+FwOBwOh8PhcDgcji0Pf8nlcDgcDofD4XA4HA6Hw+HY8rhl6Yqyf5dIUpMEdCimhZuUeaZUL2vqnIhIbNRJKEGINNsZ0Ifu0DTq+HmoZkxpCmwO9btkFGmWTFuHUpyIGIpAZQGpjFRCJG1yTttUgQpC2KPp2TGoaRlS2qOCIlRAOiEpV8km0iPPW+Wi9r0vako81W6SO6EgOKOpwlHQlM346VPmWhHoAmkPUtqZFk3a3ts0bdhQQ5CeStU5Q72g8kSlYOYlVAAqkZl0Vqh3pEsYO1DySKHJocoZt6DW1F9I1eU4Md0fVKfqo0+3jzfff3f7uPbDY3o/pn9DJUyOgV5QsAmmbW8c0DTgrgtIk4XddU2DGoH7tcaQPg6aSRMqnl0zmr5cTOun8ggVUwRpr/GmjkXzXqVyBmQgpzOaUs25loGKEm3o9TcPWAXS6l+qcmjjsNpRBbZCqhhVv2Y+onNy6s9BDaTiDBRczLOtWtpkFfTnxhFN4yVFhmp2AT4tQDGp/ym9H1VimS4e1ix9NupT+6e9MG04H9nbPq7NYlwX8Bykg6xDhYWKm0hLrqRKvRARafarn6lS2Q1URKqMJSeVEmaoW+fh10HlJIXGUNZAnbv+R6w36I8EtDPOPaqECdTiAlRpOLeTBShfIcW8ds7SkJrjSp0hnYrto0psRnXFO/a3j+ugQlSf0TIA258HbamQSh4wTgKadwzqaA47D8+pz4/pT5FOv/rR+9vH/SeU0rG+W1Pa+68NmXawjACVAjmnI6rFYYxJGTd0izuVbkvqESkqN/0KiL7NQQFJQFekypJg7ElprIKC0Bdpv+Ynzui9QfGMC+qKGWiolTGse6RYgAoXFkGZaOi9Y6grZqDhxoOgPoOuIiKy8ba97eOui1BjQ6zWGlKfkRbofe3zaVu05bJ5cdHGdlSUMkp8u3V+xkvq47hGGx8AX8LrUCmR61RROdtQVlqdY7gwMaSf7wE95kldxwNKYoQ9quza3KvjW70E6uFOu4YZlbEN+iJYMagzrV5td/dpHePmbShX8Zi2L5kkraecKmKUBVf0Hq39+kxdx0jhxkIOWouJ0xAXko6dIHYXEenG3N3Yqf2Zruu6V72gvmTtsM7PXlKVrmjss/R+9aFxS6/f88dPto9X/8rbTDuo8Cy7dH1LFtQeF96p9x48TWoa6JFQHg7vvbd9zLIerSEbVzZ2Kw2pegbtwJxuwh6Tn6nCW4S25lSdA71OSCmCUnE6b+dnin0Oxzgn5YpUMfgixiwb79eSAD2P6bplYoCrnZVWRSxl2VAlcbwxqXbX+6zuZ1hSRHZCyRDP0zujz5leAmWz4LPjM7gW6dl4bhLKSDc35Umu6vkJzmnehr3hT58z947mO7cruwMKvnQTfaBXXwatvBu0M6oGUtl4m/Z3vGH9BNdAQwMu7tFunE+7Qewksd67idIh0V6dU+kcKLnNQlxTB90Re1Eqb0c/BW0PsYUZ1TGU3RjV69SC+roW1NTTZ9V+RUQixFRyBfaBtYcKqzFiH6NKjr6MaP6kCaL8gYilSqakpzJeQszNPjNjx/IHOxDvYC0NbF+Bspo8dVL/Az9TeVbbayjSL5RIiDoLAt8Ez+RyOBwOh8PhcDgcDofD4XBsefhLLofD4XA4HA6Hw+FwOBwOx5bHLUtXjBqt6/Q2qkpQsQ2p2kzTZhV/EZEcdDZDXQTlxyjFIOWeylvZcaVhGDWpomLBDYDSKCIiBzTFOjCNlUpOTOmjEhDS76OLSD+GslFcRz+RJlJEAroF0j/zg5qmTEVFQwOgIgiuE3d1piPkSK0UseqWOagDEZ6DtKB4o7MSpFGHMpQFfBfntwoU1gQ0EENlYfotxju6S2mThpIKBZ4AFZv4DJTYkOZKSoyISLQXtIoFbWMLSoFV0I26foq0TtBgDJ2E9J1hbVNRIYu2ZlQf8dqbiiJMM27u0bmXXoGSypCOb7oG2gZUnOJ6Yb5QRRRKQlRvk+2qCJX8UOmb0a8r7WnpPVDoWFX76D6Ha27TeZGu2ZR2UlPStc4UaUMVg21vO4r0/TG1p+oJKB8ijTdjKjjU2kRE6rfreUv7ta+GY+3zypLaVH2bzr2e4+rTcii9xKAXUDkuQNlVxFL6WtvUV1YuIo2a6eMnpvUeoNow/bvnx6Am7NQUbqbMLx6yijM9c7AdKGlFsHmj2Ab6p0lpp58AvSYmRZxUnoIibmVGaS05KN9GPTUf0mOsT9GKzqlsUulGCagGpv9Bm84OQx1RrMoS6dXhqs77uIQ2H89p/9eoukX6TwKfUaA1G5osaUXwH4bqcVXbkaN97P8BUAbDWaWa9mU6h8O6XTsMzYTrJ9X6SFGs6NzJMBeSK4v6Xfj7BOsnqRpSoFGQkrcxBUUiqOAaWh3iDEGafuMAlBYH9B5V2Gbrotp4XKD8UUGM1B5DgccaS5Ukjl0+pnMnwXfzeSgHj4DSIiJdT0OdlNRYUAqqJVRCljbgdYNR1gTdHIqNyaJdxwNUvMzzka5klKaw/pLS3o0++zF82t234XzQkkHjFxGJcI9Aiin8QQzqjKFNHtF70HfFp3Ve1K6q3WSXVdUt3qfzRUSMrYYePBNUrrJdKE3whD5r64BSnVZ36/0GV7V8R2CMWfCVHAuj7AYlcsPzYZ/RD0INjGU2SKOm8p7x32LjlJDoOmnUN+FLep/ROIM22Lxd+2PgW6CUwrby+w+3j6tLNp6o70JJAqzxy/u0b4afAf1+ALbJGBMUo8qyXpMKrrXLtuRBcl7XmOZOHe/0mvZBBbS6nCUuToMiRD9N1WJ8Xpld1M9JPxY73wLicV7XxK5Qe6MifNaF0jK7lU5GlWTSe6Nl2x/ZAGjlK6CpYd/XDZ9tYieuL1yDWHoFqszZKKhzUJMXKacdyzXEZ9yToeRNcwjrC0v44PzKOewNxyyV2dDLsO71H9e2rx2AIvei2nN2BEqoJ3W+UDUwBjWbfSOFeML8n0rTi+o/MsZauFa+H/RUKM1Xuc/ZRNwwprbfxDOI2JJBAtVAjmXAnoDXYp/H17TdNeyJSRevgH4fJhCniX0XYOwUJTjqB3UsuxBHkc5KtewEe5sARdZ0p1WiFezvTEmMJ47rPfZreaOYZYJAlWxBmTFdRFxJBcxuPOe8LcfBvVeO9S3are3FzJPwwvdzV1d0OBwOh8PhcDgcDofD4XD8jwJ/yeVwOBwOh8PhcDgcDofD4djyuHXpivWGRHFkqQmgwVCVJmd65N2glolNGW0O6/epBEdVEFKrIqhyRNuG2sdZF2hxJ5G6TzWeO1QFTkQkr1FVC+m0C5q2GkGBKkc6fbSONEEoolF5IrkK1Z2FRXtv0jh2g2p2VNPVSbtsHtY0+Gu/qGmQ236m94hP6HO3VpCqXrWUPCIDddTQMdE+0p5I7WnNKPUrGYViHqhKGxOd6SNVKjOIGJW21rSqXaQ7QNkEtTKaR9+OgN6I9Haq7S3+FaXXDT2mCjVU7RIRic9BcQ/0ty4oh5IySLooU4KZys8UYiJ79nn7AVKv072akppthzIKaK8BqefJk6rGkyElNYXKVwwFqnwRdLdeq6wRcN7mu0EP2a/pwZVvPab33r+3fTzwIx271h6l75z9NR27bQNIgUf2eG3B0gsSUNCqc7BTUHHrUC2qLOp4tXqQMr6q/UqKW8CcrDCVPFibqIneI5lS+7p6D6i0FT0e/7G2I7ugc6RxEEpMT2kKcAJKYvNdSrcQsap+VJUUpJLnC6AfQp3OzBH4zdVDSEWuqC/vuqrX3/b1J0w7ihSU9j2QLp2PgzqN9HH6ddK5W6PaprwL6wWvn9uxqBxVdd0YKfGtC5pKHk/oWDI9O0M/CVL56+/Xcakdg6os5nlcoDmYVH5QAKnsa9p0DfcG/W31LiiJgdqUDypdNJ5bNPemn8kvKFUh3qb93/O4zsMclBOBzcf007vUJrpBLzIKhwXlT7aD12pM6rhWQRFtzapvpbqfUcmDPXH9i0FxltzSskiLqz35rN5jD6hjsKPN+3SO1C6rP0hX4eMrsHfSY95zRD8GDUBEpAV/TqVjKnUJfFeG/jB9CZs1cQJU1rKCKpMElFUAlT9qqN02JkDbhgqrWfdJUyPVDv0XQ/FRCqUoAingTyvFgrQMo04HmgQVkNNFxFccb6oIg769eZul/ieb2h/d5/CssEcBPZgU7ITxEqjI+U6Nu+rboR5+SD/PataPsUSA+XyvjmXltNJFTTwGisrQNe2//LyuKYaGVKDP8loJxpLlGpJpjRkZs3ONza6of0thg7x31ge1MarfiYiArtQzrX3b3AZKDcpaGBVKlgvhUgAFQCp6JqfUHyajltJrFMBBz+vjPgDxraSgN6L8CulMpGJ1/3eUrigC8W78E1WNbv6CqnMv7QX9bVmfuy9Hn5Pqe0H9B+OaBGO3+D5Ls18f1Wed+MGiXpb0La7RKCfROKTryOqEXqfrCscO+wZck0q8IiIJ9knrB/S66+/Q4/qI9vPoE9rPNdD9c1ARm1Nq10v7UDYGU3D4//1D044K+iqAIpofANUSaqZURq6d03ZQTbDyMy2rkh3SNYg2JGJjpHBc932km/evogRKSQyWURkT7ROoP7b61f6yHvuKoXYZZRygOhj94Gd6DMqyXasQk5LSO4C9Gtbx/Dzm56kCtW0A8SDmVUQ/DTXBmDTlZaxbRzSGzp/RfVECv9dCLJjcUXg/AcphNo5yKth7dZ1bbB/Xd6ufWJvoXCqptqyf996m7yGa220ZI+7/K2cwvzH2+fOn28fcm2eL2qYU+xnu/8vKJhk1RrH7Q94jIN7kHjfZcX2+xHldREP0Ungml8PhcDgcDofD4XA4HA6HY8vjlsvkulHcr5W/8OaOmVxAFvhWF7/eZ7ZgbYS3hq0WCsPxF/8Mv8C38MYbn4eAIoyZvq6PA7NocJ3MZjSFFr+PX5Bzfh+/5PG6ph0owJnzVyhkkBQKsuXoq9BC/4TO32/hnKyhbWqhHXxujkUUWKix8y+L189D/+PY9qeaZ4vPYPpMx6vVRNFRFEaN2d8ips+NHeWd+5njmmNc+UY64By2o2Vswr55N+NXcr+Qow8zTlfYaYmtRLg++++FL+mxaSP6kO1AFhrvl5v+wy+QLG6Mc+Jgf30OGHvaHRGVjBHvZ2x2kzYB20JXJq1C4Xm2vawPcQ/2c6uJXxdZlBz9FEJnWylmcrH/s4ZeN6vDN2DqmD5DP5m2cu6w3S1rj4kZbxYZ7zze7IPYzJHOcyFH5eFWizZR+JUtdP7txd4DxaxjZBuZovB8VrSj9fIyuaIS38y5RN8SlfhE+rcM7UjMfOk8RiL2uTPjB/F8oXN/xmV+KWNfYm3KC74yQt+WXJfZL6btZe1olflH2mzRJvCLbsm14jJ/V2LXkfElKMxr1lX7q2NU0ufWL3VeSxOu47DZFv1SybNJwSaykjkdlbS9zB5j46M6ryP5TWtH3vG8CHERfUtcYhMGdGoFn9i+fm7DVfqAvHS8X3rdsvFV57nN2JFriohIwP9NjJR3ftayOczK7Hy2FmJH+qgsLvixVkm8VdImaxPInisZ+whrWJRbH52Vxme8FuMdzkO9Vlk8Rj+UIQ66qY9pO2b8KEjCse+cyVU697LO8U5xfpoYDrkEL8f3xVnJnGSfB2uD9t4o8oz+zExcr+e3SuyX63BUEgOUxb3X7wEfVxIrcH62Woj30aaswT1c5/1LXGZnUozVXjq+apWs0RyjVovtw9qBKViMuWPGNZxjLWYQdvZLtFMb22Fc2MeZ7QOuN/RxRgvC+KKSTK6S9nGf3mrBR7Wsz+YamJU9N+0O0zmUxFple57crG0vEu/zWvTBJqbqPKfKfGUoiQWLsV1ZjGpj8c72nxVEq9rnlMznVmEs7J6zc5wXSuLKcn/PfWXn9ag4L6KXEY+EDj7nxjuiUBIv6PVf6ow3GBcuXJBdu3a99IkOh8PhcDgcDofD4XA4HI7/YXD+/HnZuXNn6d9vuZdceZ7LxYsXJYQgu3fvlvPnz8sA+LMOx2uN5eVl2bVrl9ua43WF25njjYLbmuONgNuZ442C25rjjYLbmuONgNvZq0cIQVZWVmRqakrikhpyIrcgXTGOY9m5c6csv1DcbWBgwAff8YbAbc3xRsDtzPFGwW3N8UbA7czxRsFtzfFGwW3N8UbA7ezVYXBw8CXP8cLzDofD4XA4HA6Hw+FwOByOLQ9/yeVwOBwOh8PhcDgcDofD4djyuGVfctVqNfn85z8vtVrtzW6K4y0OtzXHGwG3M8cbBbc1xxsBtzPHGwW3NccbBbc1xxsBt7PXH7dc4XmHw+FwOBwOh8PhcDgcDofjleKWzeRyOBwOh8PhcDgcDofD4XA4Xi78JZfD4XA4HA6Hw+FwOBwOh2PLw19yORwOh8PhcDgcDofD4XA4tjz8JZfD4XA4HA6Hw+FwOBwOh2PLw19yORwOh8PhcDgcDofD4XA4tjxuyZdcX/nKV2Tfvn3S1dUl999/v/zFX/zFm90kxxbHF77wBYmiyPybmJho/z2EIF/4whdkampKuru75QMf+IAcPXr0TWyxYyvge9/7nvz6r/+6TE1NSRRF8l/+y38xf385dlWv1+Uzn/mMbN++XXp7e+Wv/tW/KhcuXHgDn8KxFfBStvabv/mbN/m497znPeYctzXHS+Hhhx+Wd77zndLf3y9jY2PysY99TI4fP27Ocb/meC3wcmzN/Zrj58VXv/pVueeee2RgYEAGBgbkgQcekD/90z9t/939meO1wkvZmvuzNxa33Euur3/96/LQQw/JP/pH/0ieeOIJ+cVf/EX58Ic/LOfOnXuzm+bY4rjrrrvk0qVL7X9PP/10+2+/93u/J1/60pfky1/+svzkJz+RiYkJ+dCHPiQrKytvYosdtzrW1tbk3nvvlS9/+csd//5y7Oqhhx6Sb37zm/K1r31Nvv/978vq6qp85CMfkSzL3qjHcGwBvJStiYj86q/+qvFxf/Inf2L+7rbmeCk8+uij8qlPfUp+9KMfySOPPCKtVksefPBBWVtba5/jfs3xWuDl2JqI+zXHz4edO3fKF7/4RfnpT38qP/3pT+WDH/ygfPSjH22/yHJ/5nit8FK2JuL+7A1FuMXwrne9K/zWb/2W+ezw4cPhd37nd96kFjneCvj85z8f7r333o5/y/M8TExMhC9+8YvtzzY3N8Pg4GD4/d///TeohY6tDhEJ3/zmN9v/fzl2tbi4GCqVSvja177WPmdmZibEcRz+7M/+7A1ru2NroWhrIYTwiU98Inz0ox8t/Y7bmuPVYG5uLohIePTRR0MI7tccrx+KthaC+zXH64Ph4eHw7/7dv3N/5njdccPWQnB/9kbjlsrkajQa8thjj8mDDz5oPn/wwQflBz/4wZvUKsdbBSdOnJCpqSnZt2+f/PW//tfl9OnTIiIyPT0ts7Ozxu5qtZq8//3vd7tzvGq8HLt67LHHpNlsmnOmpqbkyJEjbnuOV4zvfve7MjY2Jrfddpv8nb/zd2Rubq79N7c1x6vB0tKSiIiMjIyIiPs1x+uHoq3dgPs1x2uFLMvka1/7mqytrckDDzzg/szxuqFoazfg/uyNQ/pmN4C4evWqZFkm4+Pj5vPx8XGZnZ19k1rleCvg3e9+t/zH//gf5bbbbpPLly/LP/tn/0ze+973ytGjR9u21cnuzp49+2Y01/EWwMuxq9nZWalWqzI8PHzTOe7zHK8EH/7wh+Wv/bW/Jnv27JHp6Wn5x//4H8sHP/hBeeyxx6RWq7mtOV4xQgjy2c9+Vt73vvfJkSNHRMT9muP1QSdbE3G/5nht8PTTT8sDDzwgm5ub0tfXJ9/85jflzjvvbL84cH/meK1QZmsi7s/eaNxSL7luIIoi8/8Qwk2fORyvBB/+8Ifbx3fffbc88MADcuDAAfkP/+E/tIv+ud05Xg+8Grty23O8Unz84x9vHx85ckTe8Y53yJ49e+SP//iP5Td+4zdKv+e25ijDpz/9aXnqqafk+9///k1/c7/meC1RZmvu1xyvBW6//XZ58sknZXFxUf7zf/7P8olPfEIeffTR9t/dnzleK5TZ2p133un+7A3GLUVX3L59uyRJctPbyrm5uZvesjscPw96e3vl7rvvlhMnTrRVFt3uHK8lXo5dTUxMSKPRkIWFhdJzHI5Xg8nJSdmzZ4+cOHFCRNzWHK8Mn/nMZ+SP/uiP5Dvf+Y7s3Lmz/bn7NcdrjTJb6wT3a45Xg2q1KgcPHpR3vOMd8vDDD8u9994r//Jf/kv3Z47XHGW21gnuz15f3FIvuarVqtx///3yyCOPmM8feeQRee973/smtcrxVkS9XpfnnntOJicnZd++fTIxMWHsrtFoyKOPPup253jVeDl2df/990ulUjHnXLp0SZ555hm3PcfPhfn5eTl//rxMTk6KiNua4+UhhCCf/vSn5Rvf+IZ8+9vfln379pm/u19zvFZ4KVvrBPdrjtcCIQSp1+vuzxyvO27YWie4P3ud8YaXun8JfO1rXwuVSiX8+3//78Ozzz4bHnroodDb2xvOnDnzZjfNsYXx27/92+G73/1uOH36dPjRj34UPvKRj4T+/v62XX3xi18Mg4OD4Rvf+EZ4+umnw9/4G38jTE5OhuXl5Te55Y5bGSsrK+GJJ54ITzzxRBCR8KUvfSk88cQT4ezZsyGEl2dXv/VbvxV27twZvvWtb4XHH388fPCDHwz33ntvaLVab9ZjOW5BvJitrayshN/+7d8OP/jBD8L09HT4zne+Ex544IGwY8cOtzXHK8Lf+3t/LwwODobvfve74dKlS+1/6+vr7XPcrzleC7yUrblfc7wW+NznPhe+973vhenp6fDUU0+Ff/gP/2GI4zj8+Z//eQjB/ZnjtcOL2Zr7szcet9xLrhBC+Ff/6l+FPXv2hGq1Gu677z4jJ+xwvBp8/OMfD5OTk6FSqYSpqanwG7/xG+Ho0aPtv+d5Hj7/+c+HiYmJUKvVwi/90i+Fp59++k1ssWMr4Dvf+U4QkZv+feITnwghvDy72tjYCJ/+9KfDyMhI6O7uDh/5yEfCuXPn3oSncdzKeDFbW19fDw8++GAYHR0NlUol7N69O3ziE5+4yY7c1hwvhU42JiLhD/7gD9rnuF9zvBZ4KVtzv+Z4LfC3//bfbu8pR0dHwy//8i+3X3CF4P7M8drhxWzN/dkbjyiEEN64vDGHw+FwOBwOh8PhcDgcDofjtcctVZPL4XA4HA6Hw+FwOBwOh8PheDXwl1wOh8PhcDgcDofD4XA4HI4tD3/J5XA4HA6Hw+FwOBwOh8Ph2PLwl1wOh8PhcDgcDofD4XA4HI4tD3/J5XA4HA6Hw+FwOBwOh8Ph2PLwl1wOh8PhcDgcDofD4XA4HI4tD3/J5XA4HA6Hw+FwOBwOh8Ph2PLwl1wOh8PhcDgcDofD4XA4HI4tD3/J5XA4HA6Hw+FwOBwOh8Ph2PLwl1wOh8PhcDgcDofD4XA4HI4tD3/J5XA4HA6Hw+FwOBwOh8Ph2PL4/wPifJYtChZmWQAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 1500x200 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1500x200 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1500x200 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "# x = x.unsqueeze(0)\n",
    "stft = torch.stft(x, n_fft=64, hop_length=16,\n",
    "                  return_complex=True, normalized=True).abs()\n",
    "# stft = torch.softmax(stft.abs(), dim=0)\n",
    "# 归一化\n",
    "stft = stft / stft.sum(dim=2, keepdim=True)\n",
    "# 标准化\n",
    "# x_mean = torch.mean(stft, dim=1, keepdim=True)\n",
    "# x_std = torch.std(stft, dim=1, keepdim=True)\n",
    "# stft = (stft - x_mean) / x_std\n",
    "\n",
    "stft = stft.detach().numpy()[:, 1:]\n",
    "\n",
    "print(stft.shape)\n",
    "print(np.min(stft), np.max(stft))\n",
    "\n",
    "# freqs = torch.fft.fftfreq(64, 1 / 50)\n",
    "# print(freqs.shape, freqs)\n",
    "# plt.figure(figsize=(15, 2))\n",
    "# plt.plot(x[0])\n",
    "# plt.plot(x[2])\n",
    "# plt.plot(label[0])\n",
    "# plt.plot(label[1])\n",
    "plt.figure(figsize=(15, 2))\n",
    "plt.imshow(stft[0])\n",
    "plt.figure(figsize=(15, 2))\n",
    "plt.imshow(stft[1])\n",
    "plt.figure(figsize=(15, 2))\n",
    "plt.imshow(stft[2])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x1a18bb7a4c0>]"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1500x200 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1500x200 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1500x200 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fs=50\n",
    "start = 2000\n",
    "end = 4000\n",
    "z = x[2].numpy()\n",
    "from scipy.signal import hilbert, hilbert2\n",
    "\n",
    "analytic_signal = hilbert(z)\n",
    "amplitude_envelope = np.abs(analytic_signal)\n",
    "instantaneous_phase = np.unwrap(np.angle(analytic_signal))\n",
    "\n",
    "instantaneous_frequency = np.diff(instantaneous_phase) / (2.0*np.pi) * fs\n",
    "instantaneous_frequency=np.insert(instantaneous_frequency, 0, 0)\n",
    "\n",
    "freq_mul_amp = amplitude_envelope*instantaneous_frequency\n",
    "\n",
    "plt.figure(figsize=(15, 2))\n",
    "plt.plot(z[start:end])\n",
    "plt.plot(label[0][start:end])\n",
    "plt.plot(label[1][start:end])\n",
    "plt.plot(amplitude_envelope[start:end])\n",
    "\n",
    "plt.figure(figsize=(15, 2))\n",
    "plt.title('freq_mul_amp')\n",
    "# plt.plot(instantaneous_phase[start:end])\n",
    "plt.plot(freq_mul_amp[start:end])\n",
    "plt.figure(figsize=(15, 2))\n",
    "plt.title('instantaneous_frequency')\n",
    "plt.plot(instantaneous_frequency[start:end])"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "base",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.15"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
